AI implementation for teams that need more than a demo.

I help product, operations, and technology teams identify practical LLM/RAG use cases, build evaluated pilots, and prepare AI workflows for secure, measurable deployment.

Start Intake View Services

Move from AI curiosity to decision-quality pilots.

The focus is early implementation: workflow discovery, technical requirements, RAG/LLM pilot design, evaluation, governance, and pilot-to-production planning.

Internal knowledge assistants and document workflows
Intake, research, review, and support automation
RAG over internal sources with quality and cost checks
Evaluation plans, rollout notes, and production-readiness reviews

Focused offers

Primary offer

AI Pilot Sprint

$3,500 flat · two weeks · fixed scope

Turn one well-defined workflow into a working, evaluated prototype in two weeks. We agree on source material, success criteria, and review points during scoping, so the result supports a clear next-step decision.

One workflow discovery session
Working prototype, using synthetic or redacted data when access is restricted
Evaluation set with scored results — how often it is right, and how it fails
Documented information flow and human-review checkpoints
Lightweight audit trail of what the system did
Production-readiness report: what it takes to run this for real

Founding-client rate for the first three engagements, in exchange for a reference.

Evaluation & Readiness Review

A second opinion on an AI tool you are already using or considering. I review it for groundedness, failure modes, security, cost, latency, and rollout readiness, then report what to fix before it touches real work.

Relevant project evidence