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Tabletop exercise

A walk-through of the worst plausible incident, step by step (who notices, who can pause the system, what is communicated, how fast the business reverts to a manual fallback), done before an incident occurs to surface the holes a written plan hides. Scales from a formal cross-team exercise at enterprise size to a ten-minute think-through at owner size.

Defined in 2 GAGE programs, which carry 3 distinct definitions of it. The wording above is taught in Certified AI Transformation Professional (CATP).

How each discipline defines it

The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.

Certified AI Transformation Professional (CATP)

A walk-through of the worst plausible incident, step by step (who notices, who can pause the system, what is communicated, how fast the business reverts to a manual fallback), done before an incident occurs to surface the holes a written plan hides. Scales from a formal cross-team exercise at enterprise size to a ten-minute think-through at owner size.

Certified AI Practitioner: Workplace Foundations

A low-cost rehearsal in which the people named in a playbook walk through a realistic AI incident scenario out loud to find gaps before a real attacker does; the core of the Drill-and-review stage.

Certified AI Transformation Professional (CATP)

A low-cost, discussion-based continuity test in which a team walks through the response to a scenario without touching any systems, surfacing decision points and gaps.

Where it is taught

The exact lessons this term appears in. The first module of every program is free with a free account.

Where it shows up at work

A definition is where Tabletop exercise starts. The lessons above teach it inside the competencies below, which are what job descriptions ask for and what the GAGE credential records. Every link here is drawn from the same careers map that builds a role's readiness check.

Classifies AI incidents by severity, runs containment, preserves evidence, manages notification, and closes the loop with lessons learned.

2 lessons on this page teach it as a primary outcome.

Plans for a vendor failure, an unsafe model change or a suspended service: rollback, manual fallback, data export and safe decommissioning.

One lesson on this page teach it as a primary outcome.

AI governance operating model designGovernance and Oversight

Designs decision rights, committees, intake, approval tiers and escalation so routine uses move and consequential uses get reviewed.

One lesson on this page teach it as a primary outcome.

Roles that hire for it

Each role page shows the full competency set, what the seat decides, and a readiness check against your own evidence.

How job descriptions say it

Postings rarely use the textbook word. These are the phrases the careers map reads as asking for the competencies above.

“incident response”“incident management”“serious incident”“business continuity”“exit plan”“governance framework”

Where the frameworks place it: EU AI Act Article 73; ISO/IEC 42001 Annex A incident controls; NIST AI RMF MANAGE 4; DORA.

One interview question about it

An AI system has just caused harm to a customer. Walk me through the first 48 hours.

Asked of candidates for ai incident response and recovery. Answering it in your own words is exactly how a GAGE topic is passed, and the credential records the pass where an employer can check it.

If you come from another field

Some backgrounds already carry this competency, and the readiness check gives credit for it.

Terms it appears with

Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.