AI Workflow Diagnostic
A 1-2 week engagement that maps the workflow, scores AI use cases, reviews source readiness, and produces a concrete pilot plan.
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.
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
- Requirements, Jira, research, and support automation
- RAG over internal sources with quality and cost checks
- Evaluation plans, rollout notes, and production-readiness reviews
Focused offers
RAG / LLM Pilot Sprint
A focused prototype with corpus prep, prompt design, evals, source-grounded answers, and a production-gap report.
Evaluation & Readiness Review
A review of an existing AI demo for groundedness, failure modes, security, cost, latency, and rollout readiness.