What enterprise research says about accountability and ownership

If nobody can suspend the system, nobody owns the residual risk. Research in 2026 is circling the same requirement.

28 August 2026 · 6 min read

From the sources

Source finding

McKinsey's Trust in the age of agents argues for a complete inventory of agents and owners, autonomy tiered by risk, identity-bound systems, and monitoring. It is explicit that each agent needs an owner and that these are not set-and-forget deployments.

The 2026 AI Trust Maturity Survey finds responsible-AI scores improving slowly while governance and agentic controls remain the lagging dimensions.

Solarascope analysis

Ownership is a name, a review cadence, and the power to suspend. If those three are missing, 'accountability' is a slide. Put the name on the Decision Record. If you cannot, you are not ready to grant authority.

Sources

McKinsey. Trust in the age of agents (2026)
McKinsey. State of AI trust in 2026: Shifting to the agentic era (March 2026)