What is the difference between AI compliance and AI governance?

Governance is the whole system: who decides, what the policies are, how a system is approved and watched. Compliance is the part that proves the obligations were met, with documented controls and evidence an auditor will accept.

Which regulations does an AI Compliance Specialist work with most?

The EU AI Act is the one postings name most, then sector rules and the US state laws, with NIST AI RMF and ISO/IEC 42001 as the frameworks the controls are mapped to.

AI Compliance Specialist

Governance and compliance, a mid-level role

What does AI Compliance Specialist do?

Turns AI regulation and internal policy into controls the organization can prove it runs: reads the obligation, writes the requirement, maps it to a control, collects the evidence and gets the program ready for the audit.

What it decides: What an obligation requires of a specific AI system, and what evidence will show the requirement was met.

Where the jobs are Interview questions Check my readiness

The competencies employers name

Regulatory change managementcore, depth expected
Spots a regulatory change, decides applicability, assigns actions, updates controls and keeps the implementation evidence.
7 graded topics teach this
EU AI Act obligations and timelinescore, working knowledge
Classifies a system by role and risk tier, knows which obligations bind on which date after the Digital Omnibus, and what evidence conformity needs.
24 graded topics teach this
Control design and operating-effectiveness testingcore, working knowledge
Maps risks to preventive, detective and corrective controls, then tests design and operation with samples, evidence and defensible findings.
12 graded topics teach this
Evidence collection and audit-ready documentationcore, working knowledge
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.
20 graded topics teach this
US federal and state AI regulationrequired, working knowledge
Tracks executive orders, OMB guidance, agency rules and the state patchwork, and knows which state laws reach hiring, insurance and consumer decisions.
17 graded topics teach this
Framework crosswalking without false equivalencerequired, working knowledge
Compares the EU AI Act, NIST AI RMF, ISO/IEC 42001 and sector rules by intent and control objective, and says where they do not overlap.
5 graded topics teach this
AI inventory and use-case intakerequired, working knowledge
Finds every AI system in use, records owner, purpose, data and risk tier, and keeps the record alive as tools change.
13 graded topics teach this
AI policy and standards writingrequired, working knowledge
Writes policies with scope, responsibilities, requirements, exceptions and evidence, so people can follow them and auditors can test them.
10 graded topics teach this
ISO/IEC 42001 management systemsrequired, working knowledge
Builds and audits an AI management system: context, leadership, planning, support, operation, performance evaluation, improvement and the Annex A controls.
3 graded topics teach this
NIST AI RMF in practicerequired, working knowledge
Runs GOVERN, MAP, MEASURE and MANAGE as a cycle with evidence, builds current and target profiles, and applies the generative AI profile.
3 graded topics teach this
Cross-functional facilitation and influencerequired, working knowledge
Interviews, facilitates, challenges and secures action across legal, security, product and business teams without owning every decision.
20 graded topics teach this
Privacy law applied to AIpreferred, working knowledge
Applies GDPR, CCPA and sector rules to training data, inference, automated decisions, lawful basis, individual rights and cross-border transfer.
7 graded topics teach this

Where it is taught

Counted from the graded topics that teach this role's competencies. Your own path is shorter: it skips what you already cover.

The AI Lobbyist: Certified AI Policy Strategist24 topics
EU AI Act Implementation Expert23 topics
Certified AI Governance Professional (CAIGP)21 topics
Certified Agentic AI Governance Professional (CAAGP)18 topics
Certified AI Transformation Professional (CATP)10 topics
Certified AI Practitioner: Workplace Foundations10 topics
Certified AI Data Governance Professional (CADGP)8 topics

Check your readiness for this role

The role you want

What you already have: your background and your CV (both optional, both count)

Where you are coming fromA background carries competencies before a single lesson. They count as described or shown, never as proven.Your CV or resume

Attach a PDF, Word or text fileor paste the text below

Not stored, file or text. Read in this request, then gone. A named credential counts more than a described skill, and a work product counts more than a sentence.

Signed in? Every topic you have passed already counts as proof.

Roles that feed into it

Compliance Analyst
GRC Associate (AI)
Privacy Compliance Analyst
Regulatory Affairs Specialist
Quality and Compliance Specialist

Where it leads

Backgrounds that reach it fastest

What postings tend to name

Frameworks: EU AI Act, NIST AI RMF, ISO/IEC 42001, SOC 2.

Credentials often listed: AIGP, CGRC, CISA, CIPP. GAGE does not issue these and does not prepare for their exams; the record you earn here is your own graded evidence, which stands beside them.

Questions

What is the difference between AI compliance and AI governance?: Governance is the whole system: who decides, what the policies are, how a system is approved and watched. Compliance is the part that proves the obligations were met, with documented controls and evidence an auditor will accept.
Which regulations does an AI Compliance Specialist work with most?: The EU AI Act is the one postings name most, then sector rules and the US state laws, with NIST AI RMF and ISO/IEC 42001 as the frameworks the controls are mapped to.