Cut your AI bill in half. Without losing accuracy.
Production-grade RAG pipelines, agentic orchestration, and architecture audits. From $25K, fixed scope, senior IC only — no junior hand-offs. Async-friendly across US, EU, and APAC.
Token spend cut
0% via caching + routing
Time to production
0 weeks avg · never blown
Defense-grade
DoD research · NSA-aligned
Your AI is stuck.
Three failure modes I keep walking into. If any of these sound familiar, keep reading.
It demos. Until real traffic hits.
Latency spikes, retrieval goes stale, agents hallucinate under load. The architecture was never built for production — only for the demo room.
The token bill outruns the forecast.
No caching, no routing discipline, no eval harness to catch regressions. Every week the bill grows and nobody can explain why.
Senior oversight is missing.
Junior contractors. Junior hand-offs. "We'll fix it in v2." No principal-tier engineer in the room when the architecture decisions get made.
Why teams whose AI can't afford to break hire me
The Discipline
What the principal reads, how he stays sharp. Two things that compound.
Blue Ocean Strategy
by W. Chan Kim and Renée Mauborgne
Walking 10,000 Steps
Now booking · 2 engagements left for Q3
Stop demoing. Start shipping.
Three fixed-scope engagements — RAG cost reduction, agentic reliability, senior architecture audits. From $25K. Senior IC only — no junior hand-offs.