Problem
Fragmented, unauditable guidance
- Fragmented guideline landscape (NICE, RCOG, etc.)
- No consistent or searchable structure
- Governance can’t evidence adherence for inspections
- AI models risk unsafe generalisations without grounding
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Problem → Solution → Outcome
Clinically grounded guidance
From fragmented guidelines and unsafe generalisations to a unified, auditable knowledge backbone for clinicians, developers, providers and inspectors.
Solution
Unified, traceable knowledge backbone
- Unified NICE + RCOG backend with structured, versioned, population-tagged data
- Audit-ready with DOI traceability
- Continuous ingestion pipeline for updates
Outcome by stakeholder
Clinicians
Faster, safer, auditable decisions
Developers
Explainable, clinically grounded AI
Providers
Measurable evidence-based governance
Inspectors
Tangible proof of effectiveness and safety