Strategy
Frameworks and analysis for leaders who need to understand where AI is creating value, where it is not, and how maturity should shape enterprise decisions.
This area is designed for CFOs, CIOs, CAIOs, and advisors who are setting direction, testing business cases, or trying to judge whether AI activity is becoming strategically governable.
Flagship strategic frameworks
Use these pages to understand the site's core point of view on AI value, maturity, and enterprise economics.
Flagship essay
The AI Value Gap
The central thesis on why spending, ownership, and proof often drift apart.
Signature framework
The Layers of AI Value Management
A layered framework for governing AI cost, quality, productivity, delivery alignment, portfolio strategy, and accountability.
Signature framework
AI Economics Maturity Model
A maturity model for judging whether AI governance is improving as adoption expands.
Flagship reference
AI Economics KPIs
A practical KPI library for connecting AI cost, value proof, ownership, and portfolio governance.
Return framework
AI ROI Models
A multi-dimensional approach to evaluating AI return in boardroom terms.
Domain overview
SPM & AI
How portfolio leaders should compare AI initiatives, sequence capital, and govern benefits realisation.
Strategic reading for executives
Launch articles and supporting analysis that help test common assumptions in enterprise AI planning.
Article
What CFOs Should Ask of AI ROI Claims
A practical set of questions for testing whether AI return claims are economically credible.
Domain overview
The CAIO's First 100 Days
A practical governance playbook for newly appointed CAIOs and VP AI leaders.
Reference
Vendor Map
Read the market through the management problems different categories are solving.
Article
What Consulting Partners Need From AI Economics
How advisors can use AI economics frameworks in client conversations and value-realisation work.