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Provocation

Provocation

Why Your Data Team Keeps Getting Blamed for AI Failures

Data teams are blamed for AI failures they did not cause. The problem is not talent or effort. It is the absence of a formal interface between data...

Accelerate Data Team Jul 22, 2026

Provocation

Data Governance Is Dead. Long Live Data Contracts.

Traditional data governance has a 70% failure rate. It is not a people problem or a tool problem. It is a structural problem. Here is what replaces...

Accelerate Data Team Jul 22, 2026

Provocation

Your AI Is Not Broken. Your Data Is.

When an AI system underperforms, most teams look at the model. They should be looking upstream. The model is almost never the problem.

Accelerate Data Team Jul 22, 2026

Provocation

Why Your Data Team Keeps Getting Blamed for AI Failures

Data Governance Is Dead. Long Live Data Contracts.

Your AI Is Not Broken. Your Data Is.

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