AI Briefing
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Data Governance Survey of 205 AI Apps

·2026.06.22 23:26

Key point

A survey of 205 AI apps found that more than half received low grades for poor data management.

Details

A survey of Data Governance practices at 205 AI applications found that only 23% received top grades (A or B).

Key findings are as follows:

  • Low trustworthiness: More than half of the apps surveyed recorded a D or F grade.
  • Lack of transparency on data training: More than half of the apps did not specify whether user input data is used for model training.
  • Lack of opt-out options: Only 14% of apps offered the ability to restrict data training or let users opt out.
  • Data retention issues: 'Dealbreaker' factors were found in a third of the apps surveyed, and in particular, most apps were found to retain data Indefinitely.

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