AI Adoption Is Failing for the Same Reasons Agile Transformation Did
Organizations are deploying AI the way they deployed Agile — mandate first, accountability never. The pattern is identical. So is the cost.
Writing related to “Systems”.
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Organizations are deploying AI the way they deployed Agile — mandate first, accountability never. The pattern is identical. So is the cost.
The Definition of Done lives on every epic and story. Most organizations treat it as a team concern. It isn't. A precise examination of how delivery pressure travels through Product into the quality standard nobody admits they set.
Retrospectives don't fail because teams won't speak. They fail because teams already learned not to. A governance-layer diagnosis of why retros become theater in roadmap-adherence organizations.
Many Agile transformations stall not because of teams, but because of governance misalignment. Agile Theater optimizes for appearance. Agile Discipline improves decision-making through aligned incentives and clear accountability.
Looking at a tragic aviation disaster through the lens of modern teams: hierarchy, hesitation, and what happens when no one feels able to say the obvious.