AI Production Architecture Audit: The 45-Day Plan to Reduce Risk, Cost, and Delivery Chaos
A practical framework for startup and SME leaders to audit AI systems in production: governance, GDPR, reliability, security, and unit economics.
Technical advice, experience feedback and best practices
A practical framework for startup and SME leaders to audit AI systems in production: governance, GDPR, reliability, security, and unit economics.
A practical incident response and postmortem framework for startups that need to restore uptime fast, reduce churn risk, and build investor-grade operational trust.

A practical technical due diligence checklist before fundraising: architecture, security, tech debt, and a 30-day execution plan led by a Fractional CTO.
Complete guide to select the right freelance CTO: essential criteria, questions to ask and pitfalls to avoid for your tech project success.
Complete guide to selecting the right freelance CTO: essential criteria, questions to ask, and pitfalls to avoid for tech project success.