AI Governance
Statement Generator
DOJ consent decrees require employers to maintain a written AI governance statement documenting every hiring AI tool, oversight process, and candidate rights protocol.
EmployArmor generates your governance statement from your tool registry, manages version history, routes for executive sign-off, and keeps it current as laws change — so regulators see a well-governed program, not a blank page.
What Regulators Require
The DOJ consent decrees and EEOC 2023 AI guidance establish four core obligations for any employer using AI in hiring decisions.
What Must Be Included
A compliant AI governance statement must document every AI hiring tool in use, the bias testing methodology, human oversight procedures, candidate rights, and your escalation process when AI flags a candidate.
Who Needs One
Any employer subject to a DOJ consent decree, EEOC investigation, or NYC LL144 enforcement action. DOJ settlements with Elegant Enterprise and iTutorGroup explicitly required written governance statements.
How Often to Update
Governance statements must be updated whenever you add a new AI hiring tool, change vendors, or when applicable laws change. DOJ consent decrees typically require re-approval within 30 days of a material change.
How It Protects You
In enforcement actions, regulators review your governance statement first. A complete, current statement signals good-faith compliance effort — which can reduce penalties and shorten monitoring periods.
Your governance statement, always current and always ready
When the DOJ calls or the EEOC opens an investigation, the first document they ask for is your written AI governance policy. EmployArmor keeps that document built, signed, versioned, and ready.
- Template library by industry — retail, healthcare, finance, tech
- Auto-populates from your AI tool registry
- Version history with timestamps for every update
- Board and executive sign-off workflow built in
- Legal review checklist tied to current DOJ/EEOC requirements
- One-click export for regulatory submissions
Where Governance Statements Are Required
DOJ consent decrees are federal — they apply to employers nationwide. State laws add additional layers. EmployArmor generates a single statement that satisfies all applicable requirements.
| Jurisdiction | Requirement | Risk |
|---|---|---|
| Federal / DOJ | Required in active settlements | High |
| New York City | Required before using AI hiring tools | High |
| Illinois | Governance documentation required | High |
| Colorado | Written policy required for high-risk AI | Medium |
| All Employers | Strongly recommended for defensibility | Medium |
Updated March 2026. EmployArmor monitors all applicable federal and state requirements.
AI Governance Statement vs. Bias Audit — Not the Same Thing
View AI hiring lawsuits tracker →Many employers confuse a bias audit with an AI governance statement. They serve different purposes. A bias audit is a statistical analysis of outcomes — it answers "did our AI produce disparate impact?" An AI governance statement is your written policy — it answers "what is our AI program, how is it overseen, and what are candidate rights?" Under 29 C.F.R. § 1607 (Uniform Guidelines on Employee Selection Procedures), documented selection procedure policies are a baseline expectation for defensible hiring practices.
Regulators read the AI governance statement first. In the DOJ's Elegant Enterprise and iTutorGroup consent decrees, the written governance policy was a standalone requirement — separate from and in addition to bias testing. Having clean audit numbers without a governance statement is still a violation of 42 U.S.C. § 2000e. The EEOC and DOJ IER both treat a missing or outdated governance document as evidence of inadequate program oversight.
EmployArmor generates both — the statistical bias audit and the AI governance statement — and links them together in your compliance packet. The DOL OFCCP similarly expects federal contractors to maintain governance documentation for AI tools used in covered selection decisions. See the full AI hiring laws by state for jurisdiction-specific requirements.
Frequently Asked Questions: AI Governance Statements
What is an AI governance statement and is it required?
An AI governance statement is a written policy documenting every AI hiring tool in use, oversight procedures, bias testing methodology, and candidate rights. It is required in DOJ consent decrees under 42 U.S.C. § 2000e, and expected under 29 C.F.R. § 1607 (Uniform Guidelines) as evidence of a structured selection procedure program.
What must an AI governance statement include?
Every AI hiring tool you use, your bias testing methodology, human oversight procedures, candidate rights (including how to request review or file a complaint), and your escalation process when AI produces potentially biased results. It should be reviewed and re-signed by executives annually or when material changes occur.
How often must it be updated?
Whenever you add a new AI tool, change vendors, or applicable laws change. DOJ consent decrees require re-approval within 30 days of a material change. Laws like Illinois AIVIA (820 ILCS 42) and Colorado SB24-205 require your governance documentation to reflect current legal obligations at all times.
Is an AI governance statement different from a bias audit?
Yes — completely different. A bias audit answers 'did our AI produce disparate impact?' An AI governance statement answers 'what is our AI program, how is it overseen, and what are candidate rights?' DOJ consent decrees require both — as separate, independent requirements.
Who reviews AI governance statements?
The EEOC (42 U.S.C. § 2000e), DOJ Immigrant and Employee Rights Section, NYC Commission on Human Rights, the Illinois AG, and the Colorado AG all review AI governance documentation in enforcement actions. The absence of a current, signed governance statement is treated as evidence of inadequate program oversight.
Build Your Governance Statement Before You Need It
Regulators read your governance statement first. Make sure it exists, it's current, and it's signed.