Content Graph provides Data Integrity Protection™, a verification layer that anchors AI reasoning in authoritative evidence to ensure deterministic accuracy for high-stakes enterprise deployments. The platform operates via API, MCP, or WebGUIcars, helping regulated industries like pharmaceuticals meet compliance standards such as the EU AI Act and 21 CFR Part 11 with full provenance and traceability.
Funding
Funding not disclosed
Founders
Product
Problem
Large language models produce plausible but unverifiable outputs, and while retrieval-augmented generation adds context, it cannot guarantee accuracy. Organizations moving from generative experiments to autonomous agents face a critical trust gap, particularly in regulated industries where inaccurate or unverifiable AI outputs can have serious consequences and fail to meet evolving regulatory requirements.
Solution
Content Graph provides Data Integrity Protection™, a mission-critical verification layer that anchors AI reasoning in domain-specific, authoritative evidence. The platform transforms stochastic, unverified outputs into defensible, verified data that regulatory specialists and scientists can trust. Operating via API, MCP, or WebGUI, it enables deterministic accuracy and full provenance and traceability, making data audit-ready and regulator friendly. The solution helps pharmaceutical companies and other enterprises meet rigorous standards like the EU AI Act and 21 CFR Part 11 while deploying high-stakes AI with confidence.
Target Audience
Primary customers are forward-thinking enterprises in regulated industries, particularly pharmaceutical companies and other organizations with complex data integrity challenges where accuracy and compliance are paramount.
Features
- Domain-specific verification pipelines that anchor AI reasoning in authoritative evidence sources
- Deterministic accuracy layer that converts probabilistic LLM outputs into verified, defensible data
- Full provenance and traceability tracking for audit-ready documentation and regulatory compliance
- Deployment flexibility through API, MCP, or WebGUI interfaces for seamless integration into existing workflows
- Compliance support for EU AI Act (section 15) and 21 CFR Part 11 requirements
- Enterprise-grade infrastructure designed for complex, regulated data environments