The Hidden Costs Of Manual Governance - How CDOs Protect The ROI Of AI
OneTrust, March 25,2026
Accelerate adoption while reducing the cost of risk becomes the data officer's primary responsibility.
In the first post in this series, we talked about one of the biggest reasons organizations lose AI ROI: a lack of visibility. When companies don't have a clear inventory of AI systems or a structured intake process, governance becomes reactive. Teams spend more time chasing information than enabling innovation.
But visibility is only the first step.
Once organizations begin cataloging their AI systems, another problem becomes clear. Most governance processes are still manual. Reviews happen through email threads, spreadsheets, and one-off meetings. Risk assessments rely on static questionnaires. Documentation lives across shared drives and disconnected tools. Scoping of risk mitigating requirements is divorced from the evidence those requirements have been met.