Methodology
Structured AI transformation methodology for executive teams that need more than isolated pilots or tool training. We work with leadership teams worldwide.
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.