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| title: README | |
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| # Ground Truth Systems | |
| **Safe, Verifiable, Scalable AI for Healthcare** | |
| [Website](https://www.groundtruthsystems.com/) | |
| --- | |
| ## About Us | |
| > **Ground Truth** *(noun)* `/ɡraʊnd/ /truθ/` | |
| > Accurate and reliable information or data that represents real-world, verifiable facts and insights used to ensure the trustworthiness and explainability of recommendations and decisions. | |
| Most clinical AI runs on large language models alone. While standalone LLMs read well, they often reason poorly, hallucinate confidently, and cannot explain their work. | |
| **Ground Truth Systems (GTS)** builds clinical AI that reasons against a validated medical knowledge base. Every output is traceable, and every regulated decision is defensible—delivering clinical AI that a physician can verify, a regulator can audit, and a lawyer can defend. | |
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| ## System Architecture | |
| Our platform combines human-in-the-loop workflows with structured clinical reasoning and agent governance: | |
| * **The Experience (Fusion — Human + AI):** Human-in-the-loop clinical decision support built for defensible outcomes, transforming clinical documents into verifiable insights. | |
| * **The Operational Platform (Pipeline):** Automated document-to-data processing for unstructured clinical records at scale. | |
| * **The Clinical Intelligence (Core):** A Clinical Ontology & Reasoning Engine that grounds and validates every GTS output. | |
| * **Agent Control Plane:** An agent-agnostic registry and control plane built for regulated agent management. | |
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| ## What We Solve | |
| | Solution | The Problem | Our Answer | | |
| | :--- | :--- | :--- | | |
| | **Pipeline Extract** | Thousands of documents with no structured data. | Agentic extraction that turns unstructured medical records into structured, traceable clinical data at scale. | | |
| | **Pipeline FHIR** | Clinical documents trapped outside your data ecosystem. | Automated pipelines that take unstructured medical records in and output FHIR-compliant resources. | | |
| | **Fusion IMR** | Reviewers spending hours manually parsing every case file. | AI-powered decision support that builds the evidence chain before your reviewer opens the file. | | |
| | **Fusion Litigation** | Litigation teams buried in manual document discovery. | Automated clinical document review that identifies what matters and traces every insight directly to the source. | | |
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| ## Connect With Us | |
| Interested in seeing what verifiable clinical AI looks like in practice? | |
| * **Request a Demo & Contact:** [groundtruthsystems.com](https://www.groundtruthsystems.com/) | |