Services

Four engagements, each built to do one thing well.

Every engagement below is scoped to produce a concrete outcome - a decision, a plan, or a shipped system. Start with the smallest one that creates clarity.

Audits run 1–2 weeks
Builds typically 4–12 weeks
Most engagements kick off within 2–3 weeks of the first call

2-week audit

AI workflow audit

In two weeks you know whether, where, and how AI fits your process - and what shipping it would actually cost.

Best for teams considering AI without a clear hypothesis of where it creates value, or an AI feature stuck in proof-of-concept.

You get

Process map with candidate AI insertion points
Per-step feasibility, risk, and quality-evaluation strategy
Cost estimate covering inference, build, and run
Go / no-go recommendation with a scoped next phase

1-week review

Technical architecture review

You walk away knowing where the architecture will break, what to fix first, and what is actually fine to leave alone.

Best for pre-investment due diligence, post-MVP reality checks, or onboarding a new technical lead.

You get

Written architecture review of boundaries, data flows, and integration risks
Prioritized risk register - what blocks scale versus what is safe to ignore
90-day stabilization plan
Reference architecture for the next 6–12 months

4–12 week build

Prototype to production

A validated demo becomes a system real users can rely on - and that your team can keep extending after I leave.

Best for founders with a working AI or product demo and no production path, and teams that need senior full-stack capacity to cross the gap.

You get

Production architecture covering data, services, deployment, and observability
Full-stack implementation in your stack, shipped to real users
Test and evaluation harness, including AI behavior where relevant
Handoff documentation and a maintenance runbook

Starts with a 2-week diagnostic

Full-stack product rescue

A stuck project gets a clear path forward - and a senior pair of hands who can execute it alongside your team.

Best for inherited codebases, stalled rewrites, or projects where the original team left or burned out.

You get

Diagnostic of where delivery is actually blocked - technical, process, or scope
Triage plan with the next three unblockers, ranked
Hands-on implementation to ship the next milestone
Optional ongoing senior capacity once the project is moving again