Evidence Bundles: The Compliance Artifact the AG Actually Wants to See

When the Texas Attorney General investigates an AI compliance concern, they don't want your company's internal memo about AI ethics. They don't want a slide deck from your last board meeting. They want evidence — structured, timestamped, verifiable documentation that proves you took compliance seriously before they started asking questions.

That's what an evidence bundle is. And most organizations don't have one.

What Goes in an Evidence Bundle

An evidence bundle is a comprehensive, audience-specific compliance package that includes:

Core Documentation

• AI System Inventory — every system, its purpose, data inputs, decision outputs, deployment context
• Prohibited Practice Screening Results — dated assessments showing you checked each system against TRAIGA's seven prohibited practices
• NIST AI RMF Alignment Scores — quantified scores across Govern, Map, Measure, Manage with supporting evidence
• Intent Documentation — written statements of purpose for each AI system, establishing legitimate business intent

Testing Evidence

• Red-team results — adversarial testing documentation
• Bias and fairness testing — disparate impact analysis across protected categories
• Performance monitoring logs — ongoing accuracy and reliability metrics

Governance Artifacts

• AI governance policy — current version with revision history
• Meeting minutes — governance reviews, risk committee discussions
• Training records — employee AI ethics and compliance training completion
• Incident response plan — documented procedures for AI-related incidents

Different Audiences, Different Bundles

The mistake most organizations make is treating all compliance documentation as one monolithic thing. In reality, you need bundles tailored to different audiences:

• Attorney General — enforcement-focused. Emphasizes prohibited practice clearance, NIST alignment (affirmative defense), cure readiness, and incident history.
• Procurement — vendor due diligence. Emphasizes system documentation, testing evidence, data handling practices, and SLA commitments.
• Board/Governance — risk oversight. Emphasizes health scores, trend analysis, risk exposure, and remediation progress.
• Customer Due Diligence — trust building. Emphasizes transparency, consumer notice compliance, and data protection measures.
• Insurance Audit — loss prevention. Emphasizes incident history, remediation effectiveness, and continuous monitoring evidence.

Why Spreadsheets Fail

You can technically build evidence bundles manually. Compliance teams do it. But manual bundles have three fatal problems:

1. They're stale. By the time you compile everything, some of the evidence is already outdated. Your NIST score from three months ago doesn't reflect current reality.
2. They're inconsistent. Different people document different things in different formats. The AG's office notices.
3. They can't be generated on demand. When the AG's office sends a Civil Investigative Demand with a 10-day response window, you don't have time to spend two weeks compiling documents.

The Automated Evidence Bundle

An automated evidence bundle is always current, always consistent, and always ready. It's generated from live compliance data, formatted for its specific audience, and available on demand.

This is one of the core capabilities of TXAIMS. The platform continuously tracks your compliance posture — prohibited practice screenings, NIST alignment scores, testing results, governance artifacts — and packages it into audience-specific bundles that you can generate in one click.

When the AG asks for documentation, you don't scramble. You download your bundle and send it. When a procurement team requests compliance evidence, you share your vendor bundle. When the board wants a risk update, you generate a governance bundle.

The best evidence bundle is the one that already exists when you need it. Start building yours.

Related Resources

• NIST AI RMF: Your Affirmative Defense — the framework your evidence bundle proves alignment with
• The 60-Day Cure Period Playbook — when you'll need these bundles most urgently
• TRAIGA Penalties and Enforcement — what happens without proper documentation
• Texas AI Compliance Framework: Step-by-Step — evidence bundles are the final deliverable
• AI Compliance for Law Firms — evidence bundles for client advisory
• AI Compliance for Government Agencies — evidence bundles for SB 1964 audits