How to scale AI value beyond pilots.
Focus AI on the few high-value opportunities, define the value path, prove capability in real work and redesign the business around what works.
Read the insightThinking for leaders turning AI into value.
Clear answers to the decisions between AI ambition and material outcome: where to focus, what to prove, how to measure value and what the business must change when the evidence is positive.
Latest insights
What should an AI strategy consulting engagement actually produce?
An AI strategy engagement should produce choices, value logic and a path to evidence—not merely a roadmap of use cases.
Read the insightAI readiness assessment or AI opportunity assessment?
AI readiness asks whether the organisation can act. An opportunity assessment asks where action can create enough value to be worth it.
Read the insightMinimum Viable Capability: a better alternative to the AI proof of concept.
A proof of concept shows that technology can work. A Minimum Viable Capability tests whether value can be created in the real workflow.
Read the insightWhy AI pilots fail to create P&L value.
AI pilots often prove technical performance without changing the workflow, economics or ownership required for value at scale.
Read the insightHow to measure the P&L impact of AI.
Build an AI value model from changed workflow to operational measure and financial outcome—without treating time saved as cash automatically.
Read the insightHow to choose an AI consultancy.
Evaluate an AI consultancy on value logic, operating experience, ability to build, evidence in real work and the discipline to stop weak opportunities.
Read the insightThe AI operating model: ownership, measures and decision rights.
Design an AI operating model around business ownership, value measures, end-to-end workflows, controls and staged investment—not committees alone.
Read the insightWhat should an AI consultancy fee actually buy?
Buy clearer decisions, working evidence and owned business capability—not an undefined volume of workshops, use cases or consultant hours.
Read the insight