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OneTrust Survey Finds 86% of Organizations Had AI Incidents as Deployments Continue

September 22, 2026 at 07:25 EDT

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OneTrust says AI incidents have become routine inside large organizations, but they are not yet forcing most enterprises to slow deployment. A new survey found that 86% of respondents experienced at least one measured AI-related incident in the past year, while only 27% slowed or paused AI rollouts in response.

Sept. 2026 · Enterprise AI governance

AI incidents are baseline, rollouts continue

A survey of senior business leaders found widespread AI-related incidents, while only a minority slowed deployment. The pressure point is whether controls can operate at AI speed.

86%

had at least one measured AI-related incident

27%

slowed or paused AI deployment after incidents

87%

encourage AI agent use

47%

have clear agent governance and controls

Incident response gap

The strongest comparison is not incident frequency alone, but how rarely it leads to slower deployment.

Why oversight is harder

Agent access

AI connects to data, tools and workflows.

→

Unapproved action

Systems can act before review catches up.

→

Runtime proof

Controls need continuous evidence.

Deployment posture

Organizations are generally keeping AI programs moving, using training, review processes and monitoring instead of broad pauses.

Control warning

Slow approvals and limited visibility can push teams toward shadow AI, leaving risk owners with less evidence after deployment.

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