Core offerings
Three engagements designed to take you from scope → architecture → evaluation. Each can be delivered standalone or as a sequence.
Prompt Optimization Audit
A structured review of your existing prompt and context architecture across key workflows, with targeted rewrites and an evaluation layer so you know exactly what improved and why.
Prompt Architecture & Evaluation Build
End-to-end design of a reusable, documented prompt and context system, plus an evaluation framework to measure quality, catch regressions, and support iteration.
Fractional AI Consulting
Ongoing strategic and technical partnership for teams that need senior-level prompt engineering and context architecture expertise without a full-time hire.
Next step
Get a clear plan for production-ready LLM performance.
Bring one workflow or an entire feature. You’ll leave with scope clarity, a recommended approach, and next actions.