Methodology
Structured AI transformation methodology for executive teams that need more than isolated pilots or tool training.
This page routes leaders to the frameworks behind Arek Skuza’s work: how to diagnose current productivity, choose priority opportunities, govern risk and move from pilot to delivery.
Methodology Map
These frameworks give leadership teams a shared language for AI transformation, governance, operating model design and delivery.
Productivity model
The 7-Tier AI Productivity Model
A model for raising and multiplying productivity by showing how AI changes individual work, team workflows, decisions and execution.
Decision framework
AI Navigator Framework
A framework for executive teams deciding where AI belongs, what should be governed and what should move first.
Agentic delivery model
Agentic Delivery Model
A delivery model for structuring AI work into accountable, observable agentic workflows that move from strategy into operational execution.
Pilot delivery process
APEX Transformational AI Pilot Process
A delivery process for choosing a pilot, proving value and moving from experiment to operating model.