Insights
Notes for operators turning AI into infrastructure.
Practical frameworks for repeatable deployment, local accountability and evidence-led portfolio value creation.
From pilot to portfolio: an operating model for AI value creation
Why the second deployment—not the first demo—is the real test of a portfolio AI strategy.
Why governed AI cannot mean centralising portfolio-company data
A practical architecture for shared standards with independent company control.
Policy to proof: the evidence an agentic workflow should produce
What to record so an AI-enabled process can be understood, challenged and improved.
A practical 100-day AI plan for regulated acquisitions
How to build early momentum without bypassing the management team or its obligations.