Services

Three phases. Each one delivers standalone value. Stop at any point.

Phase 030 minutes

A conversation to understand your stack, your pain, and whether there's a fit.

A video call where George looks at your situation and gives genuine, actionable insight.

At least one actionable insight about your data architecture. No commitment from either side.

Phase 12 weeks

AI-driven assessment of your data architecture, business logic fragmentation, and AI readiness.

We reverse-engineer your business logic from metadata only \u2014 no access to production data or systems required. No security review bottleneck.

End-to-end lineage, metric conflict analysis, anti-pattern report, proposed redesign, and implementation plan.

You'll know exactly where you stand and what to fix first.

Phase 26-10 weeks

AI-automated data modeling to redesign and deploy a clean, unified architecture.

We take the diagnostic design, validate against real data, and deploy working pipelines and semantic layer on your infrastructure.

Unified data model, reconciled business logic, deployed architecture. You own everything. No lock-in.

What takes traditional firms months, we do in weeks.

Phase 3Varies

Deploy AI agents on top of the new architecture that answer business questions reliably.

We build a natural language analytics agent connected to your semantic layer, or guide your team to build their own.

Working AI analytics layer, proof of ROI, foundation for autonomous agents.

Now you see why we did all that. Your AI agents can act on trustworthy data.

Not sure which phase you need?