Published
5 Steps to Evaluate AI Systems for Production
How to evaluate AI before shipping. A process that works in any industry.
Read →10+ years shipping platforms at scale. Now helping AI teams navigate regulation, build responsibly, and ship with confidence.
Book a ConsultationI specialize in AI product strategy, evaluation frameworks, and EU AI Act compliance. If you're shipping AI into a regulated industry—fintech, insurance, healthcare, legal—you need someone who understands both the technology and the constraints.
Paralegal team was spending 15+ hours weekly on rent regulation consultations. Built AI advisor tool that classifies inquiries, applies regulation logic, and generates advice drafts.
Founders ask "Is my AI regulated?" but don't know how to answer. Built RAG-based classifier that maps use case → risk level → obligations → timeline.
Classify your AI system. Choose detailed Claude AI analysis or instant rules-based classification. Both include obligations and timeline.
Launch Tool →Detailed walkthroughs of real projects. Problem → framework → outcomes. Plus the thinking behind each decision.
Read More →How to evaluate AI before shipping. A process that works in any industry.
Read →August 2026 enforcement is coming. Here is what founders are missing.
Read →Why trust matters more than accuracy. Building products people actually use.
Read →You want to add AI to your product. I run discovery, write the PRD, define evaluation strategy, and hand you a spec engineering can build from.
Working prototype of a retrieval-based AI assistant. Includes golden test set and failure-mode analysis so you know if it actually works.
Classify your AI systems. Identify obligations. Design compliance roadmap. Map to your timeline. Prepare documentation templates.
2–3 days per week. Backlog. Evaluation strategy. Stakeholder alignment. Quality oversight. For teams without a senior AI PM on staff.
Whether you need help with evaluation, compliance, or team guidance, let's talk about your specific situation.
Book a Consultation