From AI Spend to AI ROI: What Engineering Leaders Are Getting Wrong

What you'll learn:

• ✓Why Copilot, Claude Code, and Codex spend isn't translating to ROI — and the workflow change that fixes it
• ✓The gap between "has AI tools" and "ships with AI" — and how to close it in days, not quarters
• ✓Before-and-after of real engineering workflow transformations
• ✓Two paths forward: Acceleration (you know what you need) vs. Blueprint (you need the roadmap first)