OPEN METHODOLOGY
The AI Due Diligence Playbook
Practical checklists, templates and frameworks for AI technical due diligence before deployment, acquisition or investment — the method I use on real engagements, published openly.
TECHNICAL RESOURCE
Private AI Technical Playbook
Download the technical playbook before exploring the repository or requesting a review.
Private AI Architecture Playbook (PDF)
Technical architecture specs, latency/cost evaluation matrices, and air-gapped enterprise deployment protocols.
WHAT'S INSIDE
What's inside
Repeatable checklists for AI/ML systems · Risk taxonomy: data, model, pipeline, governance · What to ask, what to measure, what to red-flag · Mapping to EU AI Act obligations
WHO USES IT
Who uses it
Investors doing AI due diligence · Teams self-assessing before a raise or audit · Engineers who inherited an AI system