Report · Data and AISample

Agentic AI in regulated industries: what is working in 2026

Where autonomous agents are already safe to deploy, and the controls that make them so.

Oct 12, 2026

Key points

  • Agents already work well on well-bounded tasks such as document checks and case preparation.
  • The controls that matter most are clear limits, human approval for decisions and full logging.
  • Organisations that run agents like any other critical system move faster, not slower.

Where agents are working today

The strongest results come from tasks with clear inputs, clear rules and a person who reviews the outcome, such as preparing case files, checking documents against policy and drafting responses for review.

The controls that make them safe

Successful teams define what an agent may and may not do, require human approval for decisions that affect customers, and keep a complete record of every action. The same controls make audits faster.

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