Claude Opus 5.5
Devseis AI Act Classifier v6 data: train/val/test, scenarios, change logs
aedb040 verified Download data/train_v6.csv from Devseis/devseis-ai-act-classifier-v6-data: direct link, hf CLI and curl.
- Browser
- Download file 132 kB
-
https://huggingface.co/datasets/Devseis/devseis-ai-act-classifier-v6-data/resolve/main/data/train_v6.csv
- Command line
-
hf download hf://datasets/Devseis/devseis-ai-act-classifier-v6-data/data/train_v6.csv
-
curl -L -o train_v6.csv https://huggingface.co/datasets/Devseis/devseis-ai-act-classifier-v6-data/resolve/main/data/train_v6.csv
132 kB
| text,label | |
| "We are developing a tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk | |
| Our client wants to deploy a remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited | |
| "Investors asked how we comply with the law for an AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk | |
| "We are developing an office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited | |
| We are developing a tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited | |
| "Investors asked how we comply with the law for an airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk | |
| We're planning to build law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk | |
| Our product is image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk | |
| A service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited | |
| An AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk | |
| My company sells an AI system that writes and targets personalised political messages to individual voters to change how they vote. Do we need to do anything?,high_risk | |
| We are developing an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk | |
| A startup is building an app developer pulling every face it can from photo-hosting sites to expand the face database behind its find-this-person feature.,prohibited | |
| "We're planning to build an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk | |
| "A company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited | |
| Proposed use case: a city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited | |
| We're planning to build an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited | |
| We're planning to build an office door that checks an employee's live face against their own enrolled badge photo to confirm it is them.,minimal_risk | |
| Our client wants to deploy an AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk | |
| The tender asks for a grammar checker suggesting edits in a word processor.,minimal_risk | |
| "We are developing a radio station using an AI copy of its own presenter's voice, with her contractual consent, to read traffic updates.",limited_risk | |
| We're planning to build a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk | |
| We're planning to build an AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk | |
| Quick question: we run an AI tool scheduling maintenance for hospital imaging machines based on usage logs. What applies to us?,minimal_risk | |
| "Our product is an office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited | |
| Investors asked how we comply with the law for software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk | |
| Proposed use case: software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited | |
| Proposed use case: software that identifies people in stored bodycam footage by matching their faces against a police database after the event.,high_risk | |
| "Investors asked how we comply with the law for a marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk | |
| Proposed use case: a warehouse system forecasting next month's demand for a product line.,minimal_risk | |
| We are developing software flagging potential typos in a document before publishing.,minimal_risk | |
| Proposed use case: a language-learning app that voices practice dialogues with synthetic voices that do not imitate real people.,limited_risk | |
| We are developing a shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk | |
| Proposed use case: software that blurs faces and number plates in bodycam footage before it is released to the press.,minimal_risk | |
| My company sells software estimating shipping costs based on package weight and distance. Do we need to do anything?,minimal_risk | |
| We are developing an app that turns a student's own lecture notes into practice flashcards.,minimal_risk | |
| A startup is building an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk | |
| Software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk | |
| We are developing an AI tool that plans the routes campaign volunteers take to deliver leaflets.,minimal_risk | |
| Our client wants to deploy a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk | |
| We're planning to build an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk | |
| A startup is building a music app recommending the next song based on listening history.,minimal_risk | |
| Is it allowed to launch a remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers?,prohibited | |
| A startup is building a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk | |
| We're planning to build a vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk | |
| "Predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several. Which rules apply?",minimal_risk | |
| "We're planning to build a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk | |
| Software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited | |
| Our client wants to deploy an AI system that rates how reliable a witness statement is to guide investigators.,high_risk | |
| Our client wants to deploy an AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk | |
| We are developing a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk | |
| "We are developing an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk | |
| We're planning to build a tool generating placeholder text for a website design mockup.,minimal_risk | |
| We're planning to build a transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited | |
| We're planning to build AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk | |
| "We are developing customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk | |
| A startup is building a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk | |
| Investors asked how we comply with the law for a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk | |
| Our product is a tool that translates job adverts into several languages before a recruiter publishes them.,minimal_risk | |
| Our client wants to deploy an AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk | |
| Our client wants to deploy software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk | |
| Our client wants to deploy an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk | |
| We are developing an in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk | |
| "We are developing a marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk | |
| We are developing software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk | |
| The tender asks for an AI tool that transcribes recorded police interviews into text for the case file.,minimal_risk | |
| Our client wants to deploy a landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited | |
| We're planning to build a chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited | |
| My company sells an image model marketed on a forum specifically for producing child sexual abuse material. Do we need to do anything?,prohibited | |
| "Investors asked how we comply with the law for software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk | |
| A marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk | |
| We're planning to build live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk | |
| Proposed use case: a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk | |
| Pilot project: software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk | |
| Investors asked how we comply with the law for an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk | |
| Proposed use case: an AI tool that transcribes recorded police interviews into text for the case file.,minimal_risk | |
| We are developing a streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk | |
| Our client wants to deploy a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk | |
| Proposed use case: an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk | |
| Our client wants to deploy an AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk | |
| "Proposed use case: software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk | |
| We're planning to build an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk | |
| We're planning to build a court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk | |
| Live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk | |
| "A startup is building software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk | |
| We're planning to build a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited | |
| "Our product is a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk | |
| A startup is building an HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk | |
| Proposed use case: a tool that translates job adverts into several languages before a recruiter publishes them.,minimal_risk | |
| Proposed use case: an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk | |
| "Proposed use case: a game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited | |
| Our client wants to deploy a call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk | |
| We're planning to build software that predicts busy hours at a public library to plan front-desk staffing.,minimal_risk | |
| An app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited | |
| Our client wants to deploy a school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk | |
| Proposed use case: software grading student exams and quizzes that count toward a final course evaluation.,high_risk | |
| The tender asks for an in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk | |
| We're planning to build a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk | |
| A shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk | |
| Our client wants to deploy software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk | |
| A startup is building a credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk | |
| Proposed use case: a system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk | |
| "Our client wants to deploy software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk | |
| A startup is building an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited | |
| We're planning to build a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited | |
| We're planning to build a smart thermostat learning a household's temperature preferences over time.,minimal_risk | |
| "We're planning to build a company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited | |
| "A startup is building an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk | |
| "A startup is building a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk | |
| Software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk | |
| A startup is building a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited | |
| Our client wants to deploy a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited | |
| "Our client wants to deploy an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk | |
| Proposed use case: an AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk | |
| "Proposed use case: an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk | |
| We're planning to build a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk | |
| Our client wants to deploy a tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited | |
| An in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk | |
| Quick question: we run a farm-management tool predicting optimal irrigation timing from soil-moisture sensors. What applies to us?,minimal_risk | |
| A startup is building a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited | |
| "We're planning to build software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk | |
| We are developing an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation.,limited_risk | |
| Our client wants to deploy a shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited | |
| Proposed use case: an app that turns a student's own lecture notes into practice flashcards.,minimal_risk | |
| Investors asked how we comply with the law for software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk | |
| Our client wants to deploy software estimating shipping costs based on package weight and distance.,minimal_risk | |
| "A museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk | |
| An AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk | |
| "Quick question: we run an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law. What applies to us?",minimal_risk | |
| We are developing a police force comparing one suspect's photo with its own lawfully held custody-image database after a burglary.,high_risk | |
| A data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited | |
| A code-completion tool suggesting the next line while a developer writes software.,minimal_risk | |
| We're planning to build a talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk | |
| Proposed use case: a system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly.,prohibited | |
| Proposed use case: an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk | |
| We're planning to build software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk | |
| Proposed use case: a voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited | |
| A startup is building AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk | |
| "Our product is software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk | |
| Our client wants to deploy an insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk | |
| "A tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk | |
| "Proposed use case: customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk | |
| "AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk | |
| "Proposed use case: a stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk | |
| We're planning to build software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk | |
| A remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited | |
| "Proposed use case: an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk | |
| Quick question: we run an AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch. What applies to us?,high_risk | |
| Proposed use case: a police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk | |
| "A border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk | |
| Pilot project: an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk | |
| We are developing a remote-work monitoring tool reading employees' facial expressions during video calls to report 'engagement scores' to managers.,prohibited | |
| "Investors asked how we comply with the law for a radio station using an AI copy of its own presenter's voice, with her contractual consent, to read traffic updates.",limited_risk | |
| A startup is building a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk | |
| We are developing an AI-based safety system in a passenger lift that controls emergency braking.,high_risk | |
| Quick question: we run a fintech app establishing a personal creditworthiness score used to set someone's borrowing limit. What applies to us?,high_risk | |
| Our client wants to deploy an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk | |
| "Proposed use case: an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk | |
| A startup is building an app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited | |
| Investors asked how we comply with the law for law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk | |
| An image model marketed on a forum specifically for producing child sexual abuse material.,prohibited | |
| We are developing a spam filter sorting unwanted emails out of a company inbox.,minimal_risk | |
| We are developing an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited | |
| A parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk | |
| We are developing software allocating limited home-care hours among elderly applicants based on need.,high_risk | |
| My company sells an AI service that translates visa application forms into the applicant's own language. Do we need to do anything?,minimal_risk | |
| Proposed use case: software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk | |
| "Proposed use case: software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk | |
| Quick question: we run an AI system producing a per-traveller risk score from travel history and watch-list matches for border referral. What applies to us?,high_risk | |
| Proposed use case: a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk | |
| Quick question: we run an AI pressure sensor embedded in a drinking-water distribution monitoring system. What applies to us?,high_risk | |
| Is it allowed to launch software used by a public agency to decide whether to revoke someone's disability support payments?,high_risk | |
| Proposed use case: a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk | |
| "We are developing software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk | |
| Our client wants to deploy a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited | |
| A system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk | |
| Quick question: we run law-enforcement software analysing physiological signals as a lie-detection aid during questioning. What applies to us?,high_risk | |
| Proposed use case: an AI system that writes and targets personalised political messages to individual voters to change how they vote.,high_risk | |
| My company sells a music app recommending the next song based on listening history. Do we need to do anything?,minimal_risk | |
| "We are developing a stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk | |
| We're planning to build a canteen app that predicts how many staff meals to cook each day.,minimal_risk | |
| We are developing a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk | |
| "We're planning to build software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk | |
| A startup is building an AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk | |
| A system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk | |
| We're planning to build a spam filter sorting unwanted emails out of a company inbox.,minimal_risk | |
| We are developing a university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk | |
| Is it allowed to launch a warehouse system forecasting next month's demand for a product line?,minimal_risk | |
| "Is it allowed to launch an app recommending university programmes to a student based on their own stated interests, with no role in admissions?",minimal_risk | |
| "We are developing software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk | |
| Proposed use case: a smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk | |
| A startup is building a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk | |
| Proposed use case: a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited | |
| We are developing an immigration system assessing the security risk posed by a person applying to enter the country.,high_risk | |
| Proposed use case: an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk | |
| Proposed use case: software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk | |
| An AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk | |
| "Proposed use case: a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk | |
| Proposed use case: an app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited | |
| Our client wants to deploy a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk | |
| Proposed use case: a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk | |
| "Our client wants to deploy a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk | |
| An AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk | |
| A startup is building an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk | |
| The tender asks for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk | |
| Proposed use case: an AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk | |
| Is it allowed to launch a voice bot that answers a utility company's customer calls and resolves meter-reading questions?,limited_risk | |
| "A stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk | |
| Proposed use case: law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk | |
| "A retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk | |
| Proposed use case: a tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk | |
| We are developing software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk | |
| Pilot project: a university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk | |
| "A startup is building an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk | |
| Our client wants to deploy software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk | |
| We are developing a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk | |
| A marketing team using AI to generate product photos that look like real studio photography.,limited_risk | |
| Proposed use case: software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk | |
| "Software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk | |
| Software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk | |
| The tender asks for software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk | |
| "We are developing an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk | |
| We're planning to build software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk | |
| Our client wants to deploy an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk | |
| Our client wants to deploy a VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited | |
| Pilot project: an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk | |
| We're planning to build an AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk | |
| "The tender asks for an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk | |
| An AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk | |
| Proposed use case: software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk | |
| Proposed use case: a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk | |
| My company sells AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device. Do we need to do anything?,high_risk | |
| We're planning to build an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk | |
| We are developing AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk | |
| Our client wants to deploy an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk | |
| The tender asks for an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited | |
| Quick question: we run an SMS bot that replies to tenants' maintenance requests and arranges repair visits in conversation. What applies to us?,limited_risk | |
| The tender asks for software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk | |
| A startup is building an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk | |
| A tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts.,prohibited | |
| Our product is software flagging potential typos in a document before publishing.,minimal_risk | |
| A VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited | |
| Is it allowed to launch a tool generating placeholder text for a website design mockup?,minimal_risk | |
| We are developing a system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics.,high_risk | |
| "A startup is building a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk | |
| Pilot project: a credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk | |
| My company sells an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising. Do we need to do anything?,high_risk | |
| A startup is building a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk | |
| "The tender asks for software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk | |
| Our client wants to deploy an AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk | |
| An AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk | |
| An AI system estimating how many people are waiting at an airport gate to balance queue lanes. Which rules apply?,minimal_risk | |
| Our client wants to deploy AI diagnostic software assessing skin lesions for melanoma that requires notified-body certification as a medical device.,high_risk | |
| We're planning to build an internal ticket-routing tool sorting IT support requests by category.,minimal_risk | |
| Our client wants to deploy a fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk | |
| We are developing maritime AI tracking and detecting persons for border-control interception operations.,high_risk | |
| "We are developing a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context.",high_risk | |
| We're planning to build a landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited | |
| The tender asks for a spam filter sorting unwanted emails out of a company inbox.,minimal_risk | |
| Pilot project: an app that identifies users with cognitive disabilities and adjusts its interface to make them more likely to accept unfavourable terms.,prohibited | |
| My company sells an AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them. Do we need to do anything?,limited_risk | |
| We are developing a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited | |
| Our client wants to deploy a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited | |
| Proposed use case: a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk | |
| Investors asked how we comply with the law for an automated tool determining eligibility for subsidised healthcare enrollment.,high_risk | |
| "A pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk | |
| A startup is building software allocating limited home-care hours among elderly applicants based on need.,high_risk | |
| "We are developing a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk | |
| A startup is building maritime AI tracking and detecting persons for border-control interception operations.,high_risk | |
| Proposed use case: a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk | |
| "My company sells a startup bulk-downloading faces from video-sharing platforms, untargeted, to grow its face recognition library. Do we need to do anything?",prohibited | |
| A startup is building an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk | |
| We're planning to build software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk | |
| Our client wants to deploy software that formats court filings into the template the registry requires.,minimal_risk | |
| "We're planning to build an airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk | |
| Our client wants to deploy an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk | |
| Our client wants to deploy an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk | |
| Proposed use case: a government system automatically deciding eligibility for unemployment benefit applications.,high_risk | |
| "A startup is building an office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited | |
| We are developing an AI service that translates visa application forms into the applicant's own language.,minimal_risk | |
| Is it allowed to launch software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome?,high_risk | |
| Quick question: we run software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling. What applies to us?,prohibited | |
| Our client wants to deploy an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk | |
| We are developing an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk | |
| Investors asked how we comply with the law for an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk | |
| The tender asks for a parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk | |
| A system that identifies elderly users showing signs of confusion and increases pressure tactics in a sales call script accordingly. Which rules apply?,prohibited | |
| We're planning to build an AI system that sets individual health-insurance premiums from applicants' medical records.,high_risk | |
| The tender asks for an internal ticket-routing tool sorting IT support requests by category.,minimal_risk | |
| A startup is building a voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk | |
| Is it allowed to launch a court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case?,high_risk | |
| "We're planning to build an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk | |
| Proposed use case: a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk | |
| "A startup is building software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk | |
| Our product is a vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk | |
| "Our client wants to deploy software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk | |
| Quick question: we run a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage. What applies to us?,high_risk | |
| Quick question: we run an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage. What applies to us?,high_risk | |
| An AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk | |
| The tender asks for an image-compression tool automatically resizing product photos before upload.,minimal_risk | |
| We are developing an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk | |
| We are developing an AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk | |
| Is it allowed to launch an AI safety function on an agricultural machine that stops the blades when a person is detected nearby?,high_risk | |
| We're planning to build an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk | |
| A startup is building software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk | |
| A voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited | |
| A startup is building an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk | |
| "A lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited | |
| "We are developing software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk | |
| We're planning to build a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk | |
| We're planning to build AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk | |
| A startup is building an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk | |
| "Our client wants to deploy an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk | |
| We're planning to build a polygraph-style AI tool used during a police interrogation to assess truthfulness.,high_risk | |
| A startup is building a city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited | |
| "Our client wants to deploy an AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk | |
| Our client wants to deploy a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk | |
| Proposed use case: an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited | |
| Our client wants to deploy software allocating limited home-care hours among elderly applicants based on need.,high_risk | |
| A startup is building a marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk | |
| "Our client wants to deploy a website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk | |
| A startup is building a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited | |
| Investors asked how we comply with the law for an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk | |
| Proposed use case: an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk | |
| Investors asked how we comply with the law for software that schedules job interviews by matching the free time in candidates' and interviewers' calendars.,minimal_risk | |
| We're planning to build an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk | |
| We are developing an AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk | |
| "Our client wants to deploy software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk | |
| A vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk | |
| We're planning to build an image model marketed on a forum specifically for producing child sexual abuse material.,prohibited | |
| "An AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk | |
| A call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk | |
| We are developing a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk | |
| Is it allowed to launch a canteen app that predicts how many staff meals to cook each day?,minimal_risk | |
| "Software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk | |
| Proposed use case: software computing an individual security or health risk flag during visa processing for named applicants.,high_risk | |
| A startup is building AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk | |
| Proposed use case: an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk | |
| Our client wants to deploy software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk | |
| Pilot project: a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk | |
| Our client wants to deploy an AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk | |
| Quick question: we run a city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing. What applies to us?,prohibited | |
| Proposed use case: software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk | |
| A startup is building a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk | |
| We are developing software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk | |
| "We are developing an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk | |
| We're planning to build a police force comparing one suspect's photo with its own lawfully held custody-image database after a burglary.,high_risk | |
| We're planning to build a voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription.,prohibited | |
| We're planning to build a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk | |
| We are developing an AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk | |
| Investors asked how we comply with the law for software that predicts busy hours at a public library to plan front-desk staffing.,minimal_risk | |
| Our product is software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited | |
| A startup is building a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk | |
| "Proposed use case: software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk | |
| A startup is building a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk | |
| "Investors asked how we comply with the law for an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk | |
| "We're planning to build an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility.",minimal_risk | |
| A city government running live facial recognition across all town-centre CCTV cameras to identify any passer-by for general policing.,prohibited | |
| A fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk | |
| We are developing an AI system that rates how reliable a witness statement is to guide investigators.,high_risk | |
| A startup is building software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk | |
| "Our product is AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk | |
| "Our client wants to deploy a museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk | |
| A startup is building a court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk | |
| Proposed use case: a system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk | |
| We are developing a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited | |
| An AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk | |
| Proposed use case: an insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk | |
| "Is it allowed to launch an AI tool prioritising social-housing applicants by income, household size and urgency?",high_risk | |
| The tender asks for an AI system that sets individual health-insurance premiums from applicants' medical records.,high_risk | |
| A system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited | |
| Proposed use case: an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk | |
| "We are developing an internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk | |
| "A startup is building a job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk | |
| A polygraph-style AI tool used during a police interrogation to assess truthfulness. Which rules apply?,high_risk | |
| "We are developing a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk | |
| Proposed use case: a toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited | |
| Investors asked how we comply with the law for an app that turns a student's own lecture notes into practice flashcards.,minimal_risk | |
| Our client wants to deploy a government system automatically deciding eligibility for unemployment benefit applications.,high_risk | |
| Proposed use case: a spam filter sorting unwanted emails out of a company inbox.,minimal_risk | |
| "We are developing software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited | |
| A startup is building software flagging potential typos in a document before publishing.,minimal_risk | |
| A startup is building a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk | |
| Proposed use case: software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk | |
| We're planning to build a marketing team using AI to generate product photos that look like real studio photography.,limited_risk | |
| Investors asked how we comply with the law for an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk | |
| Our client wants to deploy an AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse.,high_risk | |
| An immigration system assessing the security risk posed by a person applying to enter the country.,high_risk | |
| Pilot project: a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk | |
| Pilot project: an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk | |
| We're planning to build a toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited | |
| Proposed use case: an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk | |
| A startup is building an automated tool determining eligibility for subsidised healthcare enrollment.,high_risk | |
| Proposed use case: a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk | |
| We are developing an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk | |
| A startup is building a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited | |
| Our client wants to deploy software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk | |
| We're planning to build a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk | |
| An AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness. Which rules apply?,high_risk | |
| Proposed use case: an AI tool used to decide employee promotions from automated productivity scoring alone.,high_risk | |
| Proposed use case: a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk | |
| "A startup is building an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk | |
| We are developing an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk | |
| "Quick question: we run software recommending which government office should review a benefits application, without assessing the application itself. What applies to us?",minimal_risk | |
| Quick question: we run an AI-based smartphone unlock feature using the owner's own face to authenticate. What applies to us?,minimal_risk | |
| Investors asked how we comply with the law for an automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk | |
| Our client wants to deploy an office door that checks an employee's live face against their own enrolled badge photo to confirm it is them.,minimal_risk | |
| My company sells a control system for a municipal water treatment plant's safety-critical valves and monitoring. Do we need to do anything?,high_risk | |
| An AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk | |
| "We are developing a retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk | |
| An HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk | |
| A credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk | |
| Predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors. Which rules apply?,minimal_risk | |
| An AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades.,high_risk | |
| We're planning to build a recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited | |
| "We're planning to build a retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk | |
| We're planning to build an AI-based safety system in a passenger lift that controls emergency braking.,high_risk | |
| A chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited | |
| "Quick question: we run a website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions. What applies to us?",limited_risk | |
| An automated tool determining eligibility for subsidised healthcare enrollment.,high_risk | |
| My company sells software that collects faces from public webcam streams around the clock to enlarge a face-identification database. Do we need to do anything?,prohibited | |
| A startup is building a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited | |
| We are developing an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk | |
| Software estimating shipping costs based on package weight and distance.,minimal_risk | |
| A startup is building software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk | |
| Quick question: we run AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered. What applies to us?,high_risk | |
| A startup is building a shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited | |
| We're planning to build predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk | |
| Proposed use case: software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk | |
| The tender asks for a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk | |
| "Investors asked how we comply with the law for a company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited | |
| We're planning to build an AI tool that reads photos of car damage to estimate repair costs for a claims handler.,minimal_risk | |
| A startup is building an AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk | |
| We are developing an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited | |
| Proposed use case: a marketing team using AI to generate product photos that look like real studio photography.,limited_risk | |
| "A startup is building a pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk | |
| A marketing tool de-duplicating a mailing list before a newsletter send. Which rules apply?,minimal_risk | |
| We are developing a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk | |
| Our client wants to deploy a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk | |
| We're planning to build a music app recommending the next song based on listening history.,minimal_risk | |
| "Our client wants to deploy a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk | |
| A customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk | |
| Is it allowed to launch an AI agent that answers customers' emails on its own and sends the replies without staff review?,limited_risk | |
| Is it allowed to launch software grading student exams and quizzes that count toward a final course evaluation?,high_risk | |
| We are developing an age-verification system estimating a user's age bracket from a selfie to restrict access to age-rated content.,high_risk | |
| "Proposed use case: a marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk | |
| "A startup is building software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited | |
| We are developing a call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity.,high_risk | |
| We are developing a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk | |
| Software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour.,high_risk | |
| We're planning to build a VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness.,prohibited | |
| A startup is building a border agency's polygraph-style AI tool used during traveller interviews at a checkpoint.,high_risk | |
| We are developing a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk | |
| We are developing a 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first.,high_risk | |
| We are developing a banking app's AI assistant that answers account questions in a live chat with customers.,limited_risk | |
| "Our client wants to deploy an AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk | |
| Our client wants to deploy a warehouse system forecasting next month's demand for a product line.,minimal_risk | |
| The tender asks for an insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk | |
| Quick question: we run a transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes. What applies to us?,prohibited | |
| Is it allowed to launch software predicting a risk group's expected annual medical cost to set the health-insurance premium?,high_risk | |
| We are developing an AI tool that reads photos of car damage to estimate repair costs for a claims handler.,minimal_risk | |
| A recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited | |
| A startup is building software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk | |
| A school hallway camera system flagging bullying incidents outside of any testing context. Which rules apply?,minimal_risk | |
| Our product is a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk | |
| A startup is building a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk | |
| Proposed use case: a transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited | |
| We are developing an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited | |
| Our client wants to deploy an HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API.,high_risk | |
| "Our client wants to deploy software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk | |
| "An insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms. Which rules apply?",high_risk | |
| "A startup is building an app recommending university programmes to a student based on their own stated interests, with no role in admissions.",minimal_risk | |
| We're planning to build software optimising delivery-truck routes to reduce fuel use.,minimal_risk | |
| My company sells a shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation. Do we need to do anything?,prohibited | |
| We're planning to build an immigration system assessing the security risk posed by a person applying to enter the country.,high_risk | |
| We are developing law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk | |
| The tender asks for a government system automatically deciding eligibility for unemployment benefit applications.,high_risk | |
| Our client wants to deploy a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited | |
| Investors asked how we comply with the law for an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk | |
| We're planning to build software deciding which employees are selected for layoffs based on an automated performance model.,high_risk | |
| A startup is building an AI tool allocating law-firm case work to associates based on a score built from billing hours and responsiveness.,high_risk | |
| Our client wants to deploy AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk | |
| We're planning to build an AI tool that plans the routes campaign volunteers take to deliver leaflets.,minimal_risk | |
| "A website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk | |
| Our client wants to deploy a tool for matching a person's face after the fact against a security-camera watchlist to identify them from footage.,high_risk | |
| "Proposed use case: a retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk | |
| Proposed use case: a credit agency's AI scoring tool whose output is shared with third parties to decide on housing or telecom access.,high_risk | |
| Our client wants to deploy an AI-based safety system in a passenger lift that controls emergency braking.,high_risk | |
| We are developing a government system automatically deciding eligibility for unemployment benefit applications.,high_risk | |
| We are developing a fintech app establishing a personal creditworthiness score used to set someone's borrowing limit.,high_risk | |
| Our client wants to deploy a voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk | |
| Is it allowed to launch a photo-sharing app that detects faces only to blur them automatically before a picture is posted?,minimal_risk | |
| "Quick question: we run a game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt. What applies to us?",prohibited | |
| Our client wants to deploy an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk | |
| Our client wants to deploy a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk | |
| A court-assistance tool helping a judge research relevant case law and apply it to the facts of a pending case.,high_risk | |
| Quick question: we run a system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm. What applies to us?,prohibited | |
| "We are developing software predicting which neighbourhood and time window has elevated burglary risk, without linking to a specific person.",minimal_risk | |
| A university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk | |
| "My company sells a retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion. Do we need to do anything?",minimal_risk | |
| We are developing a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk | |
| We are developing a code-completion tool suggesting the next line while a developer writes software.,minimal_risk | |
| Our client wants to deploy a smart thermostat learning a household's temperature preferences over time.,minimal_risk | |
| The tender asks for software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk | |
| Proposed use case: an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk | |
| My company sells a VR headset app using imperceptible visual stimuli to steer a user's in-game purchase decisions without their awareness. Do we need to do anything?,prohibited | |
| Our client wants to deploy a data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited | |
| "Software predicting which city blocks have higher burglary rates, without assessing risk to any named individual.",minimal_risk | |
| A recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers. Which rules apply?,prohibited | |
| A startup is building an automated essay-grading system that decides whether a student passes or fails a course.,high_risk | |
| A startup is building an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited | |
| We are developing a game studio generating realistic faces for fictional characters with AI.,limited_risk | |
| We are developing software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk | |
| A startup is building an AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk | |
| Is it allowed to launch an AI system managing traffic-signal timing across a city's road network as a core safety function?,high_risk | |
| Our client wants to deploy an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited | |
| A service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk | |
| Investors asked how we comply with the law for an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk | |
| "A startup is building a tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk | |
| We're planning to build an AI tool scheduling maintenance for hospital imaging machines based on usage logs.,minimal_risk | |
| We are developing an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk | |
| Our client wants to deploy an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk | |
| Our client wants to deploy a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk | |
| "My company sells software verifying that a passport's chip and security features are genuine, unrelated to detecting people. Do we need to do anything?",minimal_risk | |
| My company sells a service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database. Do we need to do anything?,high_risk | |
| We're planning to build an AI system that writes and targets personalised political messages to individual voters to change how they vote.,high_risk | |
| A startup is building software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk | |
| AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk | |
| "Proposed use case: an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk | |
| Proposed use case: a system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited | |
| Our client wants to deploy a talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk | |
| Quick question: we run software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application. What applies to us?,high_risk | |
| We're planning to build an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited | |
| An AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk | |
| The tender asks for a car safety system detecting driver drowsiness or eye closure to trigger an alert and prevent accidents.,minimal_risk | |
| "A startup is building an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk | |
| Our client wants to deploy a smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk | |
| My company sells an app that scans a person's face to infer their likely religious affiliation for targeted advertising. Do we need to do anything?,prohibited | |
| A startup is building an AI system on a surveillance tower flagging human presence near a land border to trigger patrol dispatch.,high_risk | |
| Software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk | |
| "An office system that reads employees' facial expressions to adjust meeting-room lighting, disclosed via posted notice.",prohibited | |
| We are developing AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk | |
| Proposed use case: a service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited | |
| Our client wants to deploy a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited | |
| "Investors asked how we comply with the law for a lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited | |
| Is it allowed to launch a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings?,high_risk | |
| Pilot project: a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk | |
| An internal ticket-routing tool sorting IT support requests by category.,minimal_risk | |
| "Our client wants to deploy an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them.",minimal_risk | |
| "A job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk | |
| We're planning to build software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk | |
| "We're planning to build a museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk | |
| We are developing an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk | |
| Our product is software optimising delivery-truck routes to reduce fuel use.,minimal_risk | |
| A talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk | |
| A startup is building software that collects faces from public webcam streams around the clock to enlarge a face-identification database.,prohibited | |
| My company sells a tool producing realistic sexually explicit clips of a named local politician for posting on anonymous accounts. Do we need to do anything?,prohibited | |
| Proposed use case: an AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk | |
| A startup is building a customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk | |
| An AI agent that answers customers' emails on its own and sends the replies without staff review.,limited_risk | |
| "A startup is building an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk | |
| Proposed use case: a music app recommending the next song based on listening history.,minimal_risk | |
| We're planning to build a university chatbot answering prospective students' questions about admission requirements and deadlines.,limited_risk | |
| A startup is building live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk | |
| Investors asked how we comply with the law for software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk | |
| Investors asked how we comply with the law for software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk | |
| We're planning to build software predicting a risk group's expected annual medical cost to set the health-insurance premium.,high_risk | |
| We're planning to build an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk | |
| We're planning to build an AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers.,high_risk | |
| We are developing software optimising delivery-truck routes to reduce fuel use.,minimal_risk | |
| Our client wants to deploy software used by law enforcement to flag which persons are statistically likely to become crime victims.,high_risk | |
| An app developer pulling every face it can from photo-hosting sites to expand the face database behind its find-this-person feature. Which rules apply?,prohibited | |
| A startup is building an AI tool that transcribes recorded police interviews into text for the case file.,minimal_risk | |
| Software that identifies people in stored bodycam footage by matching their faces against a police database after the event. Which rules apply?,high_risk | |
| Our client wants to deploy a banking-app feature that sorts a customer's own spending into budget categories.,minimal_risk | |
| "An internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk | |
| "Proposed use case: software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles.",minimal_risk | |
| "Quick question: we run software predicting which city blocks have higher burglary rates, without assessing risk to any named individual. What applies to us?",minimal_risk | |
| We are developing a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk | |
| An AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording. Which rules apply?,high_risk | |
| "Proposed use case: software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk | |
| The tender asks for an office door that checks an employee's live face against their own enrolled badge photo to confirm it is them.,minimal_risk | |
| We're planning to build a language-learning app giving instant feedback on exercises that don't count toward any certification.,minimal_risk | |
| "A startup is building software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk | |
| "We're planning to build an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk | |
| Proposed use case: law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk | |
| My company sells software cross-referencing databases to generate a decision on an individual's eligibility for social benefits. Do we need to do anything?,high_risk | |
| Our product is a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk | |
| Software evaluating coding-bootcamp learners' project submissions to determine their final certification outcome.,high_risk | |
| We're planning to build software that forecasts electricity demand for an energy supplier's billing.,minimal_risk | |
| Our client wants to deploy an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk | |
| We're planning to build a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk | |
| Proposed use case: a tool generating placeholder text for a website design mockup.,minimal_risk | |
| Our client wants to deploy software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited | |
| We're planning to build software generating draft small-claims rulings from structured case data and standard legal templates.,high_risk | |
| "Is it allowed to launch a border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks?",high_risk | |
| Our client wants to deploy law-enforcement software analysing physiological signals as a lie-detection aid during questioning.,high_risk | |
| "Is it allowed to launch an outreach tool proactively identifying people who might benefit from preventive healthcare, without deciding eligibility?",minimal_risk | |
| Proposed use case: an airline's chatbot handling flight-change requests in direct conversation with passengers.,limited_risk | |
| Our client wants to deploy an automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk | |
| We are developing software estimating shipping costs based on package weight and distance.,minimal_risk | |
| "Pilot project: software assisting a judge's sentencing decision using documented case facts alongside a risk score, not personality alone.",high_risk | |
| "Proposed use case: an AI tool forecasting electricity demand for grid capacity planning, separate from any safety control system.",minimal_risk | |
| Our client wants to deploy a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited | |
| Is it allowed to launch software categorising conference attendees by inferred demographic traits based on facial biometric data?,high_risk | |
| "My company sells a system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences. Do we need to do anything?",prohibited | |
| We're planning to build an AI service that translates visa application forms into the applicant's own language.,minimal_risk | |
| We're planning to build an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk | |
| The tender asks for a tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk | |
| Investors asked how we comply with the law for a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk | |
| "A startup is building AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk | |
| Is it allowed to launch software computing an individual security or health risk flag during visa processing for named applicants?,high_risk | |
| "Is it allowed to launch a retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance?",high_risk | |
| Proposed use case: a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk | |
| "My company sells software checking that a visa application form has all required fields filled in, without assessing its content. Do we need to do anything?",minimal_risk | |
| We are developing AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker.,high_risk | |
| Is it allowed to launch a banking-app feature that sorts a customer's own spending into budget categories?,minimal_risk | |
| We are developing an AI system deciding whether an applicant qualifies for unemployment benefits and in what amount.,high_risk | |
| Proposed use case: software that schedules job interviews by matching the free time in candidates' and interviewers' calendars.,minimal_risk | |
| Our product is a marketing team using AI to generate product photos that look like real studio photography.,limited_risk | |
| We're planning to build software that collects faces from public webcam streams around the clock to enlarge a face-identification database.,prohibited | |
| We are developing a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk | |
| A landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited | |
| Investors asked how we comply with the law for a shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk | |
| Our client wants to deploy an app that uses flashing subliminal visual cues below conscious perception to push users into repeated purchases that leave many of them in serious debt.,prohibited | |
| A startup is building a chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest.,prohibited | |
| We're planning to build a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited | |
| An AI safety component managing gas-supply pressure regulation for a district heating network. Which rules apply?,high_risk | |
| "We're planning to build predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk | |
| A benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers. Which rules apply?,high_risk | |
| We're planning to build an AI system classifying 112 emergency calls by urgency and routing responders using natural language processing.,high_risk | |
| "Our client wants to deploy software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk | |
| "We are developing a system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited | |
| Software deciding which employees are selected for layoffs based on an automated performance model.,high_risk | |
| "Pilot project: an internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk | |
| Our client wants to deploy a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk | |
| Quick question: we run a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent. What applies to us?,prohibited | |
| The tender asks for a security vendor that automatically gathers faces from public forums and image boards to build out its face-matching system.,prohibited | |
| A startup is building an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk | |
| Pilot project: a landlord-screening platform combining tenants' social media posts and unrelated purchase history to deny housing applications.,prohibited | |
| Software computing an individual security or health risk flag during visa processing for named applicants.,high_risk | |
| A startup is building a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk | |
| A tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk | |
| "Proposed use case: a retailer running a legal targeted-advertising campaign based on browsing history, using ordinary marketing persuasion.",minimal_risk | |
| Proposed use case: software that forecasts electricity demand for an energy supplier's billing.,minimal_risk | |
| Our client wants to deploy software grading student exams and quizzes that count toward a final course evaluation.,high_risk | |
| A shopping mall's live facial recognition system feeding continuous passer-by identification to police with no judicial authorisation.,prohibited | |
| We are developing a language-learning app that voices practice dialogues with synthetic voices that do not imitate real people.,limited_risk | |
| We're planning to build software that blurs faces and number plates in bodycam footage before it is released to the press.,minimal_risk | |
| We're planning to build an automated tool determining eligibility for subsidised healthcare enrollment.,high_risk | |
| "A system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited | |
| "Our client wants to deploy a game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited | |
| Software categorising conference attendees by inferred demographic traits based on facial biometric data.,high_risk | |
| A school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk | |
| Quick question: we run a smart thermostat learning a household's temperature preferences over time. What applies to us?,minimal_risk | |
| Our client wants to deploy software that decides which job applicants are invited to interview based on scores it gives their CVs.,high_risk | |
| Our product is an obviously labelled AI-generated satirical video of a named local politician singing a silly song.,limited_risk | |
| "An airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk | |
| Our product is a cloud provider's load-balancer distributing traffic across internal servers.,minimal_risk | |
| "Software verifying a job applicant's professional licence number against an official registry, output is just confirmed/not-confirmed.",minimal_risk | |
| We are developing a service that uses AI to turn ordinary photos of real children into sexual imagery.,prohibited | |
| "A startup is building a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited | |
| Our product is a university exam-monitoring tool that reads students' facial emotions during tests to flag 'suspicious' emotional states.,prohibited | |
| Our product is an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk | |
| Our client wants to deploy a security vendor that automatically gathers faces from public forums and image boards to build out its face-matching system.,prohibited | |
| Is it allowed to launch an AI tool that reads photos of car damage to estimate repair costs for a claims handler?,minimal_risk | |
| "Proposed use case: an ad-tech platform using standard persuasive copywriting techniques to encourage purchases, fully compliant with consumer law.",minimal_risk | |
| A toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited | |
| We're planning to build an AI safety component managing gas-supply pressure regulation for a district heating network.,high_risk | |
| We're planning to build a school hallway camera system flagging bullying incidents outside of any testing context.,minimal_risk | |
| Our client wants to deploy an app estimating a shopper's age bracket from a photo purely to personalise in-store advertising.,high_risk | |
| Investors asked how we comply with the law for a talking AI avatar at a museum kiosk that answers visitors' questions about the exhibits.,limited_risk | |
| A startup is building a control system for a municipal water treatment plant's safety-critical valves and monitoring.,high_risk | |
| A startup is building a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited | |
| My company sells maritime AI tracking and detecting persons for border-control interception operations. Do we need to do anything?,high_risk | |
| We are developing an AI system estimating how many people are waiting at an airport gate to balance queue lanes.,minimal_risk | |
| Our client wants to deploy software optimising delivery-truck routes to reduce fuel use.,minimal_risk | |
| Our client wants to deploy a recruitment tool inferring candidates' religious beliefs from headshot photos to pass to hiring managers.,prohibited | |
| We are developing an image-compression tool automatically resizing product photos before upload.,minimal_risk | |
| We are developing software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk | |
| "Our client wants to deploy a border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk | |
| "Proposed use case: AI that tunes a robot arm's movement paths to shorten cycle times, with no role in stopping or protecting workers.",minimal_risk | |
| A startup is building software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk | |
| We are developing software deciding which employees are selected for layoffs based on an automated performance model.,high_risk | |
| Proposed use case: an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk | |
| Proposed use case: image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk | |
| Is it allowed to launch a police force comparing one suspect's photo with its own lawfully held custody-image database after a burglary?,high_risk | |
| Quick question: we run an AI learning assistant whose end-of-unit reports on student progress are used by teachers to set final grades. What applies to us?,high_risk | |
| Our product is an AI assistant drafting a first pass of internal meeting minutes for review.,minimal_risk | |
| We're planning to build software assigning primary-school children to specific classes or streams based on an automated assessment.,high_risk | |
| We are developing software that schedules job interviews by matching the free time in candidates' and interviewers' calendars.,minimal_risk | |
| "Software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk | |
| "My company sells a call-centre tool detecting customer frustration from voice tone to route calls, outside any workplace/education context. Do we need to do anything?",high_risk | |
| "Our client wants to deploy a radio station using an AI copy of its own presenter's voice, with her contractual consent, to read traffic updates.",limited_risk | |
| "Quick question: we run an AI tool organising incoming CVs into a searchable internal database for recruiters, without scoring or ranking them. What applies to us?",minimal_risk | |
| "A marketing team A/B testing ad headlines to see which one converts better, using normal legitimate techniques.",minimal_risk | |
| Our product is software that decides which job applicants are invited to interview based on scores it gives their CVs.,high_risk | |
| Investors asked how we comply with the law for software allocating limited home-care hours among elderly applicants based on need.,high_risk | |
| "Our client wants to deploy a startup bulk-downloading faces from video-sharing platforms, untargeted, to grow its face recognition library.",prohibited | |
| "Is it allowed to launch a job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters?",high_risk | |
| Is it allowed to launch an AI tool used to decide employee promotions from automated productivity scoring alone?,high_risk | |
| Proposed use case: an internal ticket-routing tool sorting IT support requests by category.,minimal_risk | |
| Our product is a smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk | |
| We're planning to build a security vendor that automatically gathers faces from public forums and image boards to build out its face-matching system.,prohibited | |
| A startup is building an AI system managing traffic-signal timing across a city's road network as a core safety function.,high_risk | |
| Pilot project: software deciding which employees are selected for layoffs based on an automated performance model.,high_risk | |
| We're planning to build software reviewing photos of installed electricity meters and flagging installation errors for a technician to check.,minimal_risk | |
| We're planning to build software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk | |
| "The tender asks for a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk | |
| A startup is building image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk | |
| "Our client wants to deploy a website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited | |
| We're planning to build a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited | |
| We're planning to build a photo-sharing app that detects faces only to blur them automatically before a picture is posted.,minimal_risk | |
| We're planning to build an AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk | |
| Investors asked how we comply with the law for a voiceprint-matching system identifying speakers by comparing recordings against a database of known individuals.,high_risk | |
| A startup is building a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk | |
| My company sells an AI system that rates how reliable a witness statement is to guide investigators. Do we need to do anything?,high_risk | |
| A startup is building a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk | |
| "The tender asks for software monitoring which bills an elected official has sponsored, for public transparency reporting.",minimal_risk | |
| "Investors asked how we comply with the law for a stadium entry-gate system checking a visitor's face against their own ticket to confirm identity, not to search a watchlist.",minimal_risk | |
| Our client wants to deploy a grammar checker suggesting edits in a word processor.,minimal_risk | |
| Is it allowed to launch a call-taker assistant that listens for signs of a life-threatening emergency and helps classify call severity?,high_risk | |
| A startup is building software that identifies people in stored bodycam footage by matching their faces against a police database after the event.,high_risk | |
| A startup is building an online store suggesting related products based on a shopper's own past purchases on that same store.,minimal_risk | |
| Our client wants to deploy a canteen app that predicts how many staff meals to cook each day.,minimal_risk | |
| A startup is building predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk | |
| An immigration system assessing the security risk posed by a person applying to enter the country. Which rules apply?,high_risk | |
| We're planning to build an app developer pulling every face it can from photo-hosting sites to expand the face database behind its find-this-person feature.,prohibited | |
| "We are developing software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk | |
| Our client wants to deploy a benefits-office tool described as data preparation that profiles applicants' spending behaviour to pre-sort applications for caseworkers.,high_risk | |
| Our client wants to deploy law-enforcement software profiling individuals during the detection phase of an ongoing criminal case.,high_risk | |
| "Software verifying that a passport's chip and security features are genuine, unrelated to detecting people.",minimal_risk | |
| Proposed use case: a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited | |
| We are developing an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk | |
| Proposed use case: a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk | |
| Our client wants to deploy AI-based digital forensics software detecting whether CCTV footage submitted as evidence has been altered.,high_risk | |
| "My company sells customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment. Do we need to do anything?",minimal_risk | |
| Our product is a messaging bot that creates intimate fake images of classmates or colleagues from their profile pictures.,prohibited | |
| A police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk | |
| "Our client wants to deploy an AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body.",high_risk | |
| "A startup is building customer segmentation software analysing spending patterns for marketing, with no role in creditworthiness assessment.",minimal_risk | |
| We are developing software that decides which job applicants are invited to interview based on scores it gives their CVs.,high_risk | |
| "Pilot project: software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited | |
| Our product is an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited | |
| Quick question: we run an AI system recognising heavy objects on a vulnerable bridge to prevent structural collapse. What applies to us?,high_risk | |
| Our client wants to deploy a vending machine using biometric age estimation to decide whether to sell an age-restricted product.,high_risk | |
| "Is it allowed to launch a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts?",prohibited | |
| We're planning to build an AI tool that suggests more inclusive wording for job adverts written by HR staff.,minimal_risk | |
| The tender asks for a system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk | |
| A startup is building a video-editing tool generating a synthetic video of a spokesperson delivering a scripted ad.,limited_risk | |
| Investors asked how we comply with the law for live facial recognition at a border checkpoint comparing travellers against biometric watchlists in real time.,high_risk | |
| A voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk | |
| Proposed use case: software scheduling campaign rallies and assigning volunteers to shifts for a political party.,minimal_risk | |
| Our client wants to deploy predictive maintenance software forecasting when a factory machine needs servicing from vibration sensors.,minimal_risk | |
| Software that forecasts electricity demand for an energy supplier's billing. Which rules apply?,minimal_risk | |
| A startup is building a parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk | |
| We are developing a 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order.,high_risk | |
| Proposed use case: a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice.,prohibited | |
| Our client wants to deploy a system assigning daily task loads to warehouse workers based on automated behavioural profiling.,high_risk | |
| Our client wants to deploy a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk | |
| We are developing a banking-app feature that sorts a customer's own spending into budget categories.,minimal_risk | |
| "Pilot project: an AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk | |
| "Our product is a tool helping a loan applicant understand and fill out a credit application form, separate from the scoring itself.",minimal_risk | |
| The tender asks for a system categorising job applicants' trade union sympathies by analysing their facial biometric data from video interviews.,prohibited | |
| The tender asks for an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk | |
| My company sells a brain-computer interface product that uses subliminal audio cues to push users toward a specific financial choice. Do we need to do anything?,prohibited | |
| An automated essay-grading system that decides whether a student passes or fails a course.,high_risk | |
| Our client wants to deploy an image-compression tool automatically resizing product photos before upload.,minimal_risk | |
| We are developing an AI safety function on an agricultural machine that stops the blades when a person is detected nearby.,high_risk | |
| The tender asks for a code-completion tool suggesting the next line while a developer writes software.,minimal_risk | |
| We are developing an admissions algorithm deciding which applicants get into a university's engineering programme.,high_risk | |
| Proposed use case: a photo-sharing app that detects faces only to blur them automatically before a picture is posted.,minimal_risk | |
| A warehouse system forecasting next month's demand for a product line.,minimal_risk | |
| A startup is building a code-completion tool suggesting the next line while a developer writes software.,minimal_risk | |
| Investors asked how we comply with the law for an AI tool enhancing a blurry CCTV image so a human investigator can examine it more clearly.,minimal_risk | |
| "We're planning to build software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk | |
| We are developing a WhatsApp assistant that answers a pharmacy's customers about opening hours and prescription pick-up.,limited_risk | |
| We are developing a closed-loop insulin pump algorithm automatically adjusting insulin doses from continuous glucose readings.,high_risk | |
| The tender asks for a personal photo app auto-tagging holiday pictures with generic labels like 'beach' or 'mountains'.,minimal_risk | |
| Is it allowed to launch a system inferring shoppers' age bracket and likely income group from biometric scans for retail analytics?,high_risk | |
| We are developing an AI tool matching apprenticeship applicants to available vocational training slots based on qualifications.,high_risk | |
| We're planning to build a bank's AI system calculating a loan applicant's credit score to approve or reject a mortgage.,high_risk | |
| "Our product is a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk | |
| We are developing a tool that translates job adverts into several languages before a recruiter publishes them.,minimal_risk | |
| Is it allowed to launch an AI system deciding whether an applicant qualifies for unemployment benefits and in what amount?,high_risk | |
| A startup is building a service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk | |
| A chatbot trained to deceptively impersonate a trusted friend's writing style to talk someone into a financial decision against their interest. Which rules apply?,prohibited | |
| "Proposed use case: software ranking neighbourhood residents by predicted criminality using only inferred psychological traits, no factual record.",prohibited | |
| Our product is a game studio generating realistic faces for fictional characters with AI.,limited_risk | |
| My company sells software that formats court filings into the template the registry requires. Do we need to do anything?,minimal_risk | |
| We are developing a grammar checker suggesting edits in a word processor.,minimal_risk | |
| A 911/112 dispatch system that automatically prioritises which emergency calls get a first responder sent first. Which rules apply?,high_risk | |
| Software predicting which specific person in a neighbourhood is most likely to commit burglary based solely on demographic profiling.,prohibited | |
| Our client wants to deploy software flagging potential typos in a document before publishing.,minimal_risk | |
| We are developing a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk | |
| Our client wants to deploy a police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk | |
| "A startup is building a border-control AI system used to identify individuals during migration processing, beyond simple travel-document checks.",high_risk | |
| The tender asks for a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk | |
| We're planning to build software rewriting caseworkers' already-decided benefit letters in plain language without changing the decision.,minimal_risk | |
| Our client wants to deploy an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk | |
| A startup is building an image-compression tool automatically resizing product photos before upload.,minimal_risk | |
| Pilot project: AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk | |
| We're planning to build a local news site auto-publishing AI-written articles about public interest topics with no editorial review.,limited_risk | |
| We're planning to build a farm-management tool predicting optimal irrigation timing from soil-moisture sensors.,minimal_risk | |
| "Quick question: we run a pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them. What applies to us?",minimal_risk | |
| A startup is building software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited | |
| Proposed use case: software cross-referencing databases to generate a decision on an individual's eligibility for social benefits.,high_risk | |
| A startup is building an image model marketed on a forum specifically for producing child sexual abuse material.,prohibited | |
| Quick question: we run software that blurs faces and number plates in bodycam footage before it is released to the press. What applies to us?,minimal_risk | |
| "Our client wants to deploy a job-matching tool that scores and ranks candidates from CVs, generating a 'top 5' shortlist for recruiters.",high_risk | |
| "A retail store using AI to infer shoppers' mood from in-store cameras, disclosed via a sign at the entrance.",high_risk | |
| We are developing software computing an individual security or health risk flag during visa processing for named applicants.,high_risk | |
| "We are developing software recommending which government office should review a benefits application, without assessing the application itself.",minimal_risk | |
| Our client wants to deploy an app that scans a person's face to infer their likely religious affiliation for targeted advertising.,prohibited | |
| We are developing an AI tool comparing footage from a private security camera against a database to identify a suspect seen on the recording.,high_risk | |
| My company sells an AI tool that suggests more inclusive wording for job adverts written by HR staff. Do we need to do anything?,minimal_risk | |
| Proposed use case: an AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk | |
| "Software flagging unusual transaction patterns that may indicate money laundering, based only on amounts and timing, not personal profiles. Which rules apply?",minimal_risk | |
| We are developing an automated essay-grading system that decides whether a student passes or fails a course.,high_risk | |
| "A startup is building software checking that a visa application form has all required fields filled in, without assessing its content.",minimal_risk | |
| Is it allowed to launch a voice assistant that uses manipulative conversational tactics designed to wear down an elderly user's resistance until they agree to a costly subscription?,prohibited | |
| We're planning to build software grading student exams and quizzes that count toward a final course evaluation.,high_risk | |
| A startup is building a tool assessing the credibility of witness statements by checking internal consistency against verified facts.,high_risk | |
| "We are developing a company harvesting profile pictures from across the internet, untargeted, to train and grow a face-matching product.",prohibited | |
| "We're planning to build a charity using an AI-generated realistic video of its founder, with his consent, to deliver an annual message.",limited_risk | |
| An insurer's AI pricing individual life-insurance premiums based on predicted health risk.,high_risk | |
| We are developing an app that turns an uploaded photo of any woman into a realistic nude image without her consent.,prohibited | |
| "Our product is a museum recreating a historical figure's voice with AI for an exhibition audio guide, labelled as synthetic.",limited_risk | |
| A startup is building a vision system that instantly stops an industrial press when an operator's hand enters the danger zone.,high_risk | |
| My company sells a streaming service recommending shows based only on a user's own viewing history on that same service. Do we need to do anything?,minimal_risk | |
| A grammar checker suggesting edits in a word processor.,minimal_risk | |
| "We're planning to build a website's help widget clearly labelled 'AI Assistant' at the top of the chat window, answering visitor questions.",limited_risk | |
| A data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset. Which rules apply?,prohibited | |
| Our product is a language-learning app that voices practice dialogues with synthetic voices that do not imitate real people.,limited_risk | |
| Our client wants to deploy a game studio generating realistic faces for fictional characters with AI.,limited_risk | |
| Our client wants to deploy software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk | |
| "Quick question: we run a face search service built by automatically copying every face it can find on public websites, without targeting anyone. What applies to us?",prohibited | |
| Our client wants to deploy software used by a public agency to decide whether to revoke someone's disability support payments.,high_risk | |
| A 'preparatory' tool that profiles candidates' behavioural tendencies to sort them into buckets recruiters then work through in order. Which rules apply?,high_risk | |
| Proposed use case: an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk | |
| We are developing software generating a synthetic voiceover that sounds like a real professional narrator for an audiobook.,limited_risk | |
| Is it allowed to launch software used by prosecutors to automatically evaluate witness statement reliability in an active case?,high_risk | |
| Pilot project: a voter-advice app recommending which party or candidate best matches a person's stated political views.,high_risk | |
| We are developing a marketing tool de-duplicating a mailing list before a newsletter send.,minimal_risk | |
| "Proposed use case: a system that flags a named individual as a likely future shoplifter based only on their personality profile, with no history of offences.",prohibited | |
| Our client wants to deploy an AI system producing a numerical creditworthiness score used to decide on a consumer loan or mortgage.,high_risk | |
| We are developing an online banking app verifying a customer's identity via facial scan to let them log in.,minimal_risk | |
| A banking app's AI assistant that answers account questions in a live chat with customers. Which rules apply?,limited_risk | |
| We're planning to build a voice bot that answers a utility company's customer calls and resolves meter-reading questions.,limited_risk | |
| "We are developing a startup bulk-downloading faces from video-sharing platforms, untargeted, to grow its face recognition library.",prohibited | |
| Proposed use case: an automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk | |
| Quick question: we run AI collision detection on a collaborative robot that halts the arm before it strikes a nearby worker. What applies to us?,high_risk | |
| Investors asked how we comply with the law for a private security firm's tool labelling named individuals as 'high crime risk' from personality-test results alone.,prohibited | |
| We're planning to build software used by prosecutors to automatically evaluate witness statement reliability in an active case.,high_risk | |
| We're planning to build an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk | |
| We're planning to build maritime AI tracking and detecting persons for border-control interception operations.,high_risk | |
| "A startup is building an AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk | |
| An HR start-up's CV-ranking tool built on a third-party general-purpose model accessed through an API. Which rules apply?,high_risk | |
| We are developing a customer-support chatbot on an e-commerce site answering questions directly with shoppers.,limited_risk | |
| We're planning to build a data broker continuously scraping millions of public Instagram photos to expand a commercial facial-recognition dataset.,prohibited | |
| A smart speaker that identifies itself by name as an AI assistant when a user first sets it up.,limited_risk | |
| Proposed use case: a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store.,prohibited | |
| "Quick question: we run a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling. What applies to us?",high_risk | |
| We're planning to build a system that detects recently arrived migrants in a precarious economic situation and steers them toward disadvantageous contract terms that cause them serious financial harm.,prohibited | |
| We are developing an AI system that phones customers to remind them of unpaid invoices and discusses payment dates with them.,limited_risk | |
| We're planning to build a retailer's customer-support chatbot built on top of a third-party general-purpose model's API.,limited_risk | |
| Our client wants to deploy an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk | |
| We're planning to build a parole-support tool combining verified criminal record data with a caseworker's assessment to estimate reoffending risk.,high_risk | |
| "Our client wants to deploy predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk | |
| "Predictive-maintenance software flagging infrastructure components likely to need servicing soon, as one precaution among several.",minimal_risk | |
| A transit authority scanning every commuter's face in real time against a general watchlist for routine law enforcement purposes.,prohibited | |
| Quick question: we run a retail analytics tool inferring shoppers' political leanings from facial biometric scans in-store. What applies to us?,prohibited | |
| A startup is building an internal dictation tool that turns employees' spoken notes into text documents.,minimal_risk | |
| A startup is building an AI phone agent that books GP appointments by talking with patients who call the surgery.,limited_risk | |
| "A startup is building software that transcribes a GP surgery's phone calls into text for staff notes, without talking to callers.",minimal_risk | |
| A startup is building software analysing online posts' sentiment and networks to flag users as potential extremist-affiliated persons.,high_risk | |
| "A game with dark-pattern AI that manipulates a player's emotional state to maximise in-game purchases, leading many players to spend far beyond their means and run up significant debt.",prohibited | |
| Our client wants to deploy a service that identifies unnamed individuals in old CCTV recordings by matching their faces to a reference database.,high_risk | |
| "Proposed use case: a reoffending-risk model used by a parole board to help decide early release, based on more than just profiling.",high_risk | |
| "An AI system detecting diabetic retinopathy from eye images, certified as a medical device through a notified body. Which rules apply?",high_risk | |
| My company sells software supporting a probation officer's parole recommendation by evaluating criminal record and behaviour. Do we need to do anything?,high_risk | |
| Proposed use case: an AI tool that suggests more inclusive wording for job adverts written by HR staff.,minimal_risk | |
| "Is it allowed to launch a website offering 'undress' filters that remove clothing from photos of real, identifiable people?",prohibited | |
| A smart thermostat learning a household's temperature preferences over time.,minimal_risk | |
| My company sells software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact. Do we need to do anything?,high_risk | |
| A startup is building AI software assisting an arbitration panel in interpreting contract law for a dispute resolution.,high_risk | |
| Pilot project: an AI component controlling the safety valves of pressure equipment in a chemical plant.,high_risk | |
| "Proposed use case: an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk | |
| Proposed use case: a streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk | |
| Pilot project: an employer scoring staff using unrelated personal social behaviour to deny internal transfer requests disproportionately.,prohibited | |
| A streaming service recommending shows based only on a user's own viewing history on that same service.,minimal_risk | |
| Quick question: we run an AI tool that plans the routes campaign volunteers take to deliver leaflets. What applies to us?,minimal_risk | |
| An AI-based smartphone unlock feature using the owner's own face to authenticate.,minimal_risk | |
| A service that uses AI to turn ordinary photos of real children into sexual imagery. Which rules apply?,prohibited | |
| "Proposed use case: a face search service built by automatically copying every face it can find on public websites, without targeting anyone.",prohibited | |
| "We're planning to build an automated tool flagging known child-sexual-abuse-material files online for removal, without assessing evidentiary reliability.",minimal_risk | |
| A startup is building software that formats court filings into the template the registry requires.,minimal_risk | |
| "Proposed use case: an internal document-search tool a company built on a third-party general-purpose model, used only by its own staff.",minimal_risk | |
| An AI system producing a per-traveller risk score from travel history and watch-list matches for border referral.,high_risk | |
| "A startup is building a lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited | |
| "We're planning to build a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk | |
| My company sells an AI tool ranking self-employed service providers on a platform to decide who gets shown to consumers. Do we need to do anything?,high_risk | |
| My company sells a customer-support chatbot on an e-commerce site answering questions directly with shoppers. Do we need to do anything?,limited_risk | |
| We're planning to build software using flicker rates below conscious perception embedded in an ad to drive impulse buying that causes viewers significant financial harm.,prohibited | |
| "Our client wants to deploy a physical rehabilitation app adjusting exercise difficulty based on patient progress, under a doctor's supervision.",minimal_risk | |
| "Our client wants to deploy a pronunciation-practice tool giving students feedback on their accent, not used by teachers to grade them.",minimal_risk | |
| "A website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited | |
| We're planning to build a tool that checks teachers' already-completed exam grading for inconsistencies and sends flagged papers back to the teacher for review.,minimal_risk | |
| Our client wants to deploy image-generation software producing photorealistic product renders used in an online catalogue.,limited_risk | |
| A startup is building a tool generating placeholder text for a website design mockup.,minimal_risk | |
| Our client wants to deploy an AI pressure sensor embedded in a drinking-water distribution monitoring system.,high_risk | |
| Our product is a toy that uses AI to exploit small children's trust to pressure them into asking parents to buy in-app add-ons.,prohibited | |
| Proposed use case: a startup scraping public social media photos at scale to build a facial recognition database without the people's knowledge or consent.,prohibited | |
| We're planning to build a so-called administrative pre-screen that builds a personality and reliability profile of each job applicant from their online presence before recruiters see them.,high_risk | |
| "Our client wants to deploy a lecture-hall camera system inferring student boredom levels for a professor's dashboard, unrelated to any safety concern.",prohibited | |
| The tender asks for a police-used tool predicting which specific individuals are at risk of becoming victims of trafficking.,high_risk | |
| "Our client wants to deploy a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk | |
| Our client wants to deploy an AI system that sets individual health-insurance premiums from applicants' medical records.,high_risk | |
| A startup is building an asylum agency's AI tool assisting officials in examining the eligibility of asylum applications.,high_risk | |
| We are developing software that predicts busy hours at a public library to plan front-desk staffing.,minimal_risk | |
| Pilot project: an automated essay-grading system that decides whether a student passes or fails a course.,high_risk | |
| "An AI tool that drafts email replies which customer-service staff review, edit and send themselves.",minimal_risk | |
| We're planning to build software assisting a visa office in assessing the reliability of evidence submitted with a residence-permit application.,high_risk | |
| We are developing software matching CCTV facial images from a stadium incident against a database to identify offenders after the fact.,high_risk | |
| "We're planning to build an AI tool prioritising social-housing applicants by income, household size and urgency.",high_risk | |
| "We're planning to build a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited | |
| "Proposed use case: a tool assigning a 'future offender' risk label to a named person based purely on inferred personality traits, with no verifiable facts.",prohibited | |
| "A startup is building an AI image tool generating fictional fashion models for clothing catalogues, not resembling any real person.",limited_risk | |
| "A startup is building a plagiarism checker comparing submitted homework against a database of existing text, done after submission.",minimal_risk | |
| Our client wants to deploy a shift-scheduling AI that ranks warehouse workers by performance and allocates the best shifts accordingly.,high_risk | |
| We're planning to build an in-car voice assistant that holds spoken conversations with the driver about navigation and settings.,limited_risk | |
| "We are developing a face search service built by automatically copying every face it can find on public websites, without targeting anyone.",prohibited | |
| We are developing an AI tool assessing the authenticity and consistency of an asylum applicant's documents and personal narrative.,high_risk | |
| "We're planning to build an insurer's AI reviewing life-insurance applications using age, health status and lifestyle to decide terms.",high_risk | |
| An automated system determining scholarship eligibility based on an applicant's financial situation.,high_risk | |
| The tender asks for an AI-based safety system in a passenger lift that controls emergency braking.,high_risk | |
| "Proposed use case: a website offering 'undress' filters that remove clothing from photos of real, identifiable people.",prohibited | |
| "Our client wants to deploy an airport's live facial recognition scanning every traveller in real time for general security monitoring, no judicial authorisation.",high_risk | |