Enterprise
AI transformation that actually ships.
Most enterprise AI initiatives stall at proof-of-concept. The architecture problem is structural — and it starts before the first line of code. We fix the foundation.
Start the conversation →Why enterprise AI stalls
The pattern is always the same.
Wrong scope
Teams build AI features, not AI platforms. Features become orphaned when the underlying architecture can't support them.
No knowledge model
Data exists but isn't structured for AI consumption. Agents hallucinate because the knowledge layer doesn't exist.
Vendor lock-in
Procurement buys a platform before architecture is defined. The platform dictates the architecture instead of the other way around.
No validation
POCs work in demos, not in production. Lookahead bias, data leakage, and cost surprises surface after six months of build.
Our approach
Architecture before execution.
Readiness assessment
Honest scorecard — data, tooling, team, and process. We tell you what's actually ready and what isn't.
Architecture design
Platform architecture, agent schema, knowledge model, integration contracts. Designed for your specific context.
Pilot delivery
Fixed-scope prototype. We build one thing that works, not ten things that don't.
Team enablement
Architecture documentation, working patterns, and knowledge transfer. Your team continues, not us.
Engagement options
What enterprise engagement looks like.
Executive Advisory
Half-day or full-day strategy session. AI readiness assessment, architecture recommendation, and investment priority sequence.
Half-day or full day
Platform Architecture
Full AI platform architecture design. Agent schema, knowledge model, integration contracts. Delivered as a structured specification.
2–4 week engagement
Fractional AI Architect
Monthly architecture review for your team's ongoing builds. Async-first. Catch structural problems before they compound.
Monthly retainer
Get in touch
Let's talk architecture.
Enterprise engagements start with a conversation — not a proposal. Tell us about your situation and we'll give you an honest assessment of what you need.
Contact us →