Start Here
A clear entry point for senior readers who want to understand how AI Economics Hub frames cost, value, governance, and enterprise decision-making.
This section is organized for readers who want the shortest path into the site's defining ideas before moving into deeper frameworks, domain perspectives, or market reference.
The core point of view
Start with the flagship ideas that define how the site thinks about AI economics as an enterprise management problem.
Flagship essay
The AI Value Gap
Why many organisations still cannot prove whether AI is delivering economic value.
Signature framework
The Layers of AI Value Management
A practical map for connecting AI spend, output quality, workflow value, delivery alignment, and portfolio governance.
Signature framework
AI Economics Maturity Model
A maturity model for moving from fragmented AI activity to governed, portfolio-level AI value.
Editorial mission
About AI Economics Hub
The publication's mission, scope, methodology, and evidence philosophy.
Read next by management question
Choose the route that best matches the decision you are trying to make inside the organisation.
Cost structure
AI TCO Framework
Understand the seven-layer cost stack behind enterprise AI capability.
Value proof
AI ROI Models
A boardroom-ready approach to measuring return across multiple dimensions.
Operating disciplines
FinOps & AI
See how demand, optimization, and inference-era cost governance fit together.