AI Change Desk · the AI change management podcast and research desk

From signal to operating move.

Hosted by Michael Hanna-Butros Meyering, AI Change Desk is an AI change management and AI governance podcast for leaders, managers, and operators. It turns current platform, policy, privacy, security, and governance shifts into source-backed decisions for people who have to make AI work in the real world.

Browse every episode Open change tracker How the Desk works AI change guide 2026 signal report

AI Change Desk studio with microphone, mixing console, and signal monitor — Operator-focused AI intelligenceContext → impact → action

38: Published releases
55: Documented signals
44: Signals in research

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Read through your operating lens.

Executive

Read for decision pressure, accountable ownership, and the evidence required before scale.

Manager

Read for workflow impact, communication needs, adoption risk, and the next review point.

Operator

Read for access, validation, rollback, logging, and the test that produces a usable receipt.

Signal snapshot

Six control lenses.

39GovernanceGovernance became an operating constraint 18AccessAccess became the primary agent risk 59DeploymentDeployment choices now change audit burden 28SecuritySecurity workflows need named ownership 63ValidationValidation moved closer to the release surface 52EcosystemThe ecosystem is thickening around control