Is Your Tech Delivery System
Ready for the AI Era?
7 diagnostic questions every CTO should ask right now, with the data, the blind spots, and a scoring framework to find where your delivery breaks down.
A 12-page diagnostic framework built for engineering leaders managing AI-augmented teams
The AI Delivery Paradox
DORA 2025: 90% of tech professionals now use AI at work and over 80% say it made them more productive. Delivery instability rose too. Adoption went up; the system underneath did not change.
7 Diagnostic Questions
Each question targets a specific blind spot in your delivery system. Red flag indicators tell you if you have the problem.
The Measurement Gap
What your current metrics measure vs. what you’re missing. Five AI-specific metrics your DORA dashboard won’t show you.
Scoring Framework
Rate your delivery system across all 7 dimensions. Know exactly where to focus first, before spending another euro on AI tools.
Built for engineering leaders who:
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12 pages. 10-minute read. You’ll know exactly where your AI-era delivery system breaks down.
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About the author
Jean-Luc COSSI — AI Adoption & Delivery Transformation Director. 15+ years diagnosing and fixing delivery performance inside tech teams across Europe, Africa and Asia. MBA ESSEC.
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