Problem
Existing knowledge-management tools either index documents without understanding them or generate confidently wrong answers. Teams building real workflows on internal knowledge need neither — they need calibrated retrieval that says "I do not know" when the corpus does not actually contain the answer.
Approach
Built and shipped AskVault end-to-end — architecture, retrieval evaluations, cost engineering, customer-facing product. Real refusal calibration, real evals, real cost-per-query economics that hold up at production scale. Not a wrapper around someone else's primitives.
Stack
Full-stack RAG product · vector indexing · hybrid retrieval · structured prompting · refusal scoring · web UI · billing
Outcome
Live in production. Stands as proof of solo 0→1 capability — from architecture decisions to deployment to user onboarding. The kind of evidence buyers want when hiring a Fractional CTO who will own the build, not just review someone else's.