1–2 weeks
AI readiness audit
Structured interviews plus a light review of docs or repo (where allowed) to produce a practical report—not a generic strategy deck.
AI consulting
I help teams ship AI features safely—from prompts and RAG to evaluation and rollout—not slide decks.
I work with product and engineering teams on readiness audits and fixed-scope implementation sprints—prompts, RAG, agents, evaluation, and rollout—not transformation theater.
Built & operated in production
Who I help
- SMBs with an existing app or product surface
- Ops and product teams adding AI to workflows
- Agencies shipping AI for clients
- Startups with a stalled or failed AI POC
Problems I solve
- Unclear where AI actually helps vs. where it adds risk
- POCs that demo well but never reach production
- No evaluation plan—teams can't tell if outputs are good enough
- RAG or agents built without data, security, or handoff clarity
- Vendor pitches that don't map to your stack or constraints
Services
Two offers—audit first if you're deciding, sprint when you're ready to ship.
Fixed scope, typically 2–4 weeks
Implementation sprint
One scoped MVP shipped to production or staging: RAG over internal docs, support bot v1, internal copilot, or similar—plus handoff and basic evaluation notes.
Ready to talk?
30-minute discovery call—no pitch deck. We'll clarify your use case, constraints, and whether an audit or sprint fits.
Book a call