Week 1
Mindset
Eye-opening. The week before architecture. The week where you stop trying to fit AI into how the business already runs.
Session 1 — The Training Data Problem + the AI-Native Philosophy
Why AI trained on industrial-age data gives you industrial-age answers. What changes when you stop asking "how do we add AI to this process" and start asking "what does this process look like if we design it for AI-native operations from the start." An introduction to the Value-First Framework as the lens we'll use for the rest of the work.
Session 2 — Trap Assessment + Cost-of-Current-State
A working session against your organization. Which of the Twelve Complexity Traps are present? Where is complexity hiding? What is current state actually costing — in time, in margin, in team capacity? The session ends with a shared diagnostic the team agrees on.
What you leave with
A Trap Assessment specific to your organization, a quantified picture of what current state is costing, and shared language across the team for the work of the next three weeks.