Governance

Ownership, retention, and the questions AI systems inherit from the data beneath them.

• Governance·30 July 2026·3 min readYour staging environment is isolated on a diagramAnthropic found three real breaches across 141,006 evaluation runs. The model behaved as trained. The test environment kept live network access, and the same gap runs through data pipelines.
• Governance·25 June 2026·3 min readAn AI agent with memory is a database nobody governsAgents that remember across your apps and read your files are data systems. They need an owner, a retention policy, and a deletion path, and most teams piloting them have none.