Free Lesson
How to Scope the Problem Before You Write a Line of Code
Part of Building an AI GTM Engine
30 min
Oct 7, 2026 2:00 PM
What you'll learn
Where the Same Scoping Skill Applies Across Roles
The same scoping skill, whether you're a Forward Deployed Engineer or building your own GTM systems and revenue tools
What Breaks When You Skip Scoping Before You Build
Two failure patterns that waste build time, burn stakeholder trust, and leave you with a tool nobody adopts
A Four-Move Framework for Scoping Any AI Engagement
The exact questions to ask in one conversation, before you touch a tool or write a single line of code
Why this topic matters
Every AI build starts with a vague ask, and most people skip straight to the tool. That's where builds go wrong. The stated ask is rarely the real problem, and by the time the gap shows up, you've spent the budget and trust. I built this framework scoping engagements as a Forward Deployed Engineer, and it holds for any AI build, customer-facing or internal. I'll walk the moves live, on a cold prompt, so you can judge if the reflex is learnable.
