Trustworthy AI Begins with Governed Data

Unify structure and semantics, and automate transformation, and validation with human-in-the-loop collaboration to make enterprise data interoperable, auditable, and ready for controllable AI consumption.

Built by Practitioners, for Practitioners

We bridge systems and standards, align structure with your domain experts, and enable governed, controllable AI consumption.

Assess & Architect

  • • Current-state discovery and gap analysis
  • • Canonical models and semantic architecture
  • • Pragmatic roadmaps tied to outcomes

Integrate & Map

  • • Standards-aware mappings across platforms
  • • Reusable patterns for data/content interoperability
  • • Orchestrated pipelines with human-in-the-loop reviews

Govern & Enable AI

  • • Policies, validation, lineage, and auditability
  • • Consistent interfaces for agents and applications
  • • Safe, controllable outputs for production use

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

Readiness assessments and outcome-based roadmaps
Semantic/metadata architecture and governance models
Executive-friendly pilots to prove value fast

Build & Integrate

Software development and implementation services
Standards-aware mappings and interoperability across platforms
API/pipeline integration and co-delivery with your engineers

Operate & Evolve

Managed services: support, monitoring, and change management
Human-in-the-loop reviews for quality and compliance
Training, enablement, and staff augmentation to scale reliably

Years of complex schema and model integration work

We have worked across multiple domains over years to develop and refine the Core Model schema virtualization and mapping methodology

Our modeling methodology has been implemented by forward-thinking enterprises:

Adobe
Cisco
Eli Lilly
Mayo Clinic
Microsoft
PayPal
Sage Bionetworks
Healthcare
Adobe
Cisco
Eli Lilly
Mayo Clinic
Microsoft
PayPal
Sage Bionetworks
Healthcare
Adobe
Cisco
Eli Lilly
Mayo Clinic
Microsoft
PayPal
Sage Bionetworks
Healthcare

Let’s Get You Started

From discovery to delivery. Pick the path that fits.

Book a Free Consult

Talk with an expert. Clarify goals, surface quick wins, and leave with a simple next-step plan.

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Schedule a Demo

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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Contact Us

Start with details. Discuss scope, timelines, pricing, and ways of working, from co-delivery to full service. We reply fast.

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