
Podcast Deep Dive: AI Strategy and the Operating System Mismatch (with Dave West)
A deep dive into the conversation with Dave West at Scrum.org about the 95% AI failure rate and why organizations must evolve their management operating system.

A deep dive into the conversation with Dave West at Scrum.org about the 95% AI failure rate and why organizations must evolve their management operating system.
95% of AI projects fail — not because the models are wrong, but because organizations use project-mode management for high-uncertainty work. How agile operating principles change the AI success rate.
Clemens Adolphs on why AI investments fail when managed with project-mode thinking — and how agility principles change the AI delivery equation for enterprise organizations.



AI context — system prompts, knowledge bases, and tool configurations — is a product to be continuously discovered and improved. Applying product thinking to AI enablement.