TRACEGov
Use Case Library

How Teams Use TraceGov to Prove Compliance

Real governance workflows for real challenges. Every use case shows the problem, the workflow, and the measurable result.

CTO

Pre-Deployment Risk Assessment

You're about to deploy an AI model. Art. 26 requires risk assessment proof. Your current process: a spreadsheet and a prayer.

Assessment time3 weeks → 45 min
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DPO

Regulator Audit Response

The regulator asks: 'Prove your AI complies.' You have 30 days. Your evidence is scattered across 4 teams and 6 tools.

Response time30 days → same day
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Board

Board AI Risk Reporting

Board meeting Thursday. Agenda: 'AI Risk Update.' The CISO has a 47-slide deck. You need one number.

Board reporting47 slides → 1 score
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FinServ

Financial Services DORA Compliance

Your AI credit scoring and AML screening must comply with DORA, PSD3, CRR, AND the EU AI Act. That's 4 overlapping frameworks.

Framework consolidation3 processes → 1
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Banking

AI Model Validation

Your model validation team needs to assess AI models against EU AI Act Articles 9-15 plus ECB/EBA guidelines. Manual cycles take weeks per model.

Validation cycleWeeks → 45 min
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Risk

Enterprise AI Risk Management

The board wants a unified AI risk view. You have 12 AI models, 4 regulations, and quarterly snapshots that are outdated before they're printed.

Board reporting47 slides → 1 dashboard
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Procurement

Third-Party AI Vendor Assessment

You're onboarding an AI vendor but have no standardized way to evaluate their compliance. Each assessment is ad-hoc and subjective.

Vendor evaluationWeeks → Hours
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MLOps

Post-Deployment AI Monitoring

Your AI is in production but compliance is only checked quarterly. Between reviews, you have no visibility into compliance drift.

Monitoring frequencyPeriodic → Continuous
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