Skip to main content

Assurance

An independent opinion on whether something works, covering a defined population, given by somebody who does not own or operate what is being examined. The tenth object. Its value is determined by how its population and scope limitations are stated.

Defined in 2 GAGE programs, which carry 5 distinct definitions of it. The wording above is taught in Certified Enterprise Governance, Risk and Compliance Professional (CEGP).

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 Enterprise Governance, Risk and Compliance Professional (CEGP)

An independent opinion on whether something works, covering a defined population, given by somebody who does not own or operate what is being examined. The tenth object. Its value is determined by how its population and scope limitations are stated.

Certified AI Governance Professional (CAIGP)

A statement that asserts compliance or quality is true ("we tested it thoroughly," "we take this seriously") without a verifiable record behind it. Regulators discount assurances. The opposite of a document.

Certified Enterprise Governance, Risk and Compliance Professional (CEGP)

An independent opinion on whether something works, given by someone who does not own or operate it. The last of the ten objects in the chain, and the subject of Module 15.

Certified Enterprise Governance, Risk and Compliance Professional (CEGP)

An independent opinion on whether something is as described, given by a party that neither owns, designs nor operates it, from a position that permits the conclusion to be negative.

Certified Enterprise Governance, Risk and Compliance Professional (CEGP)

A statement intended to increase the level of stakeholders' confidence about an organization's governance, risk management, compliance and control processes (same source). The last of the ten objects in the chain taught in Topic 1.4.

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 Assurance 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.

Collects, labels and preserves the evidence that a control operated, a decision was made, and a claim can be defended to an auditor or regulator.

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

Maps risks to preventive, detective and corrective controls, then tests design and operation with samples, evidence and defensible findings.

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

Classifies models by tier, sets validation requirements, challenges data, methodology and performance evidence, and reports aggregate exposure.

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.

“audit evidence”“record keeping”“decision log”“control testing”“control design”“operating effectiveness”

Where the frameworks place it: EU AI Act Articles 11 and 12; ISO/IEC 42001 Clause 7.5; COSO; ISO/IEC 42001 Annex A.

One interview question about it

What evidence would you have ready before an auditor asks about an AI system, and how do you produce it as a byproduct of the work?

Asked of candidates for evidence collection and audit-ready documentation. 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.