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Out-of-band verification

Confirming a concern or a transaction through a channel the account holder or a potentially involved party did not choose or supply, such as contacting a resident's bank using contact information the facility already has on file rather than a number provided by an accompanying family member. (see Topic 11.1)

Defined in 3 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in Senior AI Scam Defense.

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.

Senior AI Scam Defense

Confirming a concern or a transaction through a channel the account holder or a potentially involved party did not choose or supply, such as contacting a resident's bank using contact information the facility already has on file rather than a number provided by an accompanying family member. (see Topic 11.1)

Certified AI Transformation Professional (CATP)

Confirming a request through a separate, pre-established channel the requester did not use to make it (for example, calling a known number to confirm a transfer requested over email or video), defeating deepfake and impersonation fraud because the attacker does not control that channel.

Certified AI Data Governance Professional (CADGP)

An independent check on a pipeline's data that comes from outside both of the systems being compared, such as Iowa's paper preference cards, giving it evidentiary value neither disagreeing electronic system possesses alone.

Certified AI Transformation Professional (CATP)

Checking the truth of a system's state through a path that does not run through that system, so a failing (or misreporting) AI cannot be the only witness to whether it failed. The core continuity principle behind the Replit recovery.

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 Out-of-band verification 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.

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 security fundamentalsSecurity and Resilience

Understands prompt injection, data poisoning, model theft, insecure integrations and excessive agent privileges, and the controls that reduce each.

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

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

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.

“business continuity”“exit plan”“ai security”“prompt injection”“data poisoning”“model theft”

Where the frameworks place it: DORA; NIS2; NIST AI RMF MANAGE 4; OWASP Top 10 for LLM Applications.

One interview question about it

Your AI vendor shuts down next month. What was in your continuity and exit plan, and what did you fail to plan for?

Asked of candidates for ai resilience, continuity and exit planning. 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.