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README.md

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+# L2labs
+
+**Turn ideas into AI products.**
+
+L2labs is a custom AI development studio from Europe focused on **computer vision, 3D, LLMs & generative AI**.  
+We help companies go from vague AI ideas to **production-ready products** – not research slides.
+
+🌍 **Website:** https://l2labs.dev  
+📫 **Email:** support@l2labs.dev  
+🧠 **Areas:** Computer Vision · 3D / Spatial · LLMs & RAG · Document AI · MLOps
+
+---
+
+## What we do
+
+We design, build and ship AI systems that run in the real world:
+
+- **Computer Vision & 3D**
+  - PPE and safety monitoring  
+  - Deepfake / media authenticity checks  
+  - Medical image processing  
+  - BIM / Matterport pipelines, 3D segmentation & digital twins  
+  - Gaussian Splatting for immersive scenes and virtual tours
+
+- **LLMs & Agentic AI**
+  - RAG chatbots over private data  
+  - Domain-specific assistants and tools  
+  - Workflow automation and evaluation loops
+
+- **Document AI**
+  - OCR pipelines and PDF understanding  
+  - Semantic search and Q&A over large document sets  
+  - Redaction / anonymization and compliance-oriented workflows
+
+- **Production MLOps**
+  - Cloud, edge and mobile deployments  
+  - Monitoring, retraining loops, cost & latency optimization  
+  - CI/CD for models and data pipelines
+
+---
+
+## Selected products & case studies
+
+**Documents AI** – cross-platform desktop app (macOS / Windows / Linux) for  
+local, privacy-first document analysis:
+
+- Vector-based semantic search over PDFs, DOCX, TXT, Markdown  
+- Chat with your documents using GPT-powered assistants  
+- Local processing by default with optional cloud features  
+- Project-based organization and high-performance indexing  
+
+🔗 https://documents.l2labs.dev
+
+**Construction Drones & 3D Analytics**
+
+- Autonomous drone data capture for construction sites  
+- 2D/3D reconstruction, BIM alignment and as-built checks  
+- AI-driven progress tracking, safety monitoring and quality insights  
+
+🔗 https://360.l2labs.dev
+
+**3D / Gaussian Splatting & Matterport Pipelines**
+
+- Turning 360° imagery, LiDAR, Matterport captures and video into  
+  interactive 3D scenes  
+- Experiments and internal tools around Gaussian Splatting for  
+  photorealistic virtual tours, digital twins and AR/VR experiences
+
+---
+
+## How we work
+
+We’re optimised for **shipping, not just experimenting**:
+
+1. **Clarify the problem**  
+   We work with your team to define what “success” actually means in metrics, UX and business impact.
+
+2. **Validate feasibility early**  
+   Rapid prototyping to confirm that the idea can be delivered within your constraints (data, budget, timeline).
+
+3. **Build production-ready systems**  
+   Clean APIs, clear contracts, monitoring, and deployment pipelines from the start.
+
+4. **Iterate with real users**  
+   We treat models as living systems – integrating feedback, retraining on new data and continuously improving.
+
+---
+
+## This organization on Hugging Face
+
+On this Hugging Face org you can expect:
+
+- **Open-sourced building blocks** we use in projects (vision models, 3D utilities, document AI tools, evaluation scripts).
+- **Demo Spaces** showcasing:
+  - Document search & chat over PDFs  
+  - 3D / Gaussian Splatting visualizations and tooling  
+  - Computer vision pipelines (detection, segmentation, tracking).
+- **Datasets** (where licensing allows) for benchmarking and experimentation.
+
+If you’re building something in:
+
+- 3D / spatial computing  
+- Document intelligence & anonymization  
+- Vision-heavy products (PPE, retail, OOH ads, safety, industrial)  
+- LLM copilots on top of complex internal data
+
+— we’d be happy to chat.
+
+---
+
+## Work with us
+
+- 🌐 Website: https://l2labs.dev  
+- 📨 Email: alexpatuk@l2labs.dev  
+- 💼 Projects & inquiries: use the contact form on our website
+
+If you’re interested in collaborating on open models or hosting your own
+demo here under the L2labs umbrella, reach out and tell us what you’re building.
+