Trustworthy AI Begins with Governed Data
Schema-aware infrastructure for enterprise AI. We unify structure and meaning across systems so AI agents query authoritative definitions instead of guessing.
CoreModels
Connects systems using graph models, automating governance and interoperability.
Schematica Library
Proven schemas, ontologies, and taxonomies accelerating AI and integration.
Plugins
Multiple plugins to bridge design, engineering, and strategy with structured content.
Advisory & Strategy
Assess readiness, design architecture, and build measurable roadmaps together.
Build & Integrate
Engineer solutions, map standards, integrate platforms with your team.
Operate & Evolve
Manage operations, ensure compliance, enable human review at scale.
Production results from schema-aware AI
92%
Accuracy with schema-aware retrieval (vs. 68% baseline)
90%
Reduction in AI hallucination on tested workloads
5–16×
Token efficiency on the CoreModels MCP benchmark
Consulting and Delivery, End to End
Consulting, engineering, and managed services that connect systems, align structure, and make AI dependable. We deliver end-to-end with your team.
Advisory & Strategy
Build & Integrate
Operate & Evolve
Two decades refining the methodology
CoreModels approach is the product of twenty years of schema virtualization and mapping work across healthcare, finance, content, and enterprise systems.
The companies below have implemented the methodology in production.
Let’s Get You Started
From discovery to delivery. Pick the path that fits.
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Talk with an expert. Clarify goals, surface quick wins, and leave with a simple next-step plan.
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See the approach in action. We show how we connect systems, align structure, and enable governed AI, then answer your questions.
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