Engagements
01
Embedded one or two days a week with the founder and team. I own the AI roadmap, agent topology, orchestration, and production delivery alongside your engineers.
Best fit: 5–15 person teams shipping AI to paying or pilot users.
02
Architecture review, eval design, build-vs-borrow spikes, and working sessions on multi-agent design, RAG, cost–quality–latency tradeoffs, and telemetry. I help you decide where the next quarter of AI effort actually moves the needle.
Best fit: founders and leads choosing what to build vs. buy vs. defer.
03
Intake → ground truth → orchestration → eval → deploy. Same architecture discipline as Story Stream—intent and context routing first—sized to your domain and data.
Best fit: domains where quality is subjective, contextual, or hard to automate.