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EU AI Act Evidence Starter Library

A practical folder of downloadable EU AI Act worksheets for first-pass evidence. Use these starters to move from discussion to a register, checklist, role matrix, notice record, training trail, vendor intake, FRIA worksheet, oversight log, incident register, and shadow AI tracker.

What this is

A starter evidence layer for internal readiness. It helps teams collect structured inputs before legal, risk, technical, or audit review.

Privacy model

No login, no file upload, and no cloud workflow. The files download locally and the linked diagnostic tools run in the browser.

How to use it

Start with inventory, then role mapping, deployer duties, and evidence logs. Add FRIA, transparency, incident, vendor, and shadow AI records where relevant.

Downloadable evidence starters

These are starter records, not legal conclusions. Use them to collect evidence before formal review.

Inventory & scope

AI System Inventory Template

Capture AI systems, owners, vendors, role assumptions, Annex III flags, transparency triggers, oversight owners, and evidence locations.

Open template page →
Deployer duties

Deployer Obligations Checklist

Map Article 26-style deployer records: oversight, input data controls, logs, notices, FRIA triggers, vendor files, and sign-off.

Open checklist →
Role mapping

Compliance Matrix by Role and Article

Compare typical duties across provider, deployer, importer, distributor, GPAI, and product-manufacturer roles.

Open matrix →
Transparency

Article 50 Transparency Notice Templates

Starter wording for AI interaction notices, generated-content labels, deepfake disclosures, and sensitive-use disclosures.

Open notices →
AI literacy

AI Literacy Evidence Log

Track role exposure, training completion, assessment results, refresher cadence, and evidence owners for Article 4 readiness.

Open evidence log →
Vendor governance

AI Vendor Intake and Due Diligence Template

Collect supplier, model, hosting, data, retention, subcontractor, transfer, security, and evidence questions before procurement review.

Open vendor intake →
FRIA preparation

FRIA Starter Worksheet

Prepare a structured fundamental-rights impact file before using the local FRIA generator or asking counsel to review.

Open FRIA worksheet →
Human oversight

Human Oversight Evidence Log

Record recommendations, overrides, escalations, reviewer identity, justification, and follow-up actions for oversight defensibility.

Open oversight log →
Incident evidence

Serious Incident Register Lite

Capture incident intake, suspected seriousness, affected groups, containment, escalation, closure, and evidence status.

Open incident register →
Shadow AI

Shadow AI Discovery Questionnaire and Remediation Tracker

Find unapproved AI use, capture data exposure, identify owners, and track remediation before shadow AI becomes unmanaged evidence debt.

Open shadow AI tracker →

Recommended workflow

  1. 1. Inventory: list AI systems, owners, vendors, roles, data, and evidence locations.
  2. 2. Classify: use the role matrix, quick checker, and applicability checker to separate deployer, provider, high-risk, limited-risk, and transparency obligations.
  3. 3. Evidence: attach deployer checklist, FRIA worksheet, Article 50 notice records, AI literacy log, vendor intake, and oversight records.
  4. 4. Escalate: move provider-heavy, post-market, incident, or conformity questions to qualified legal and technical review.

Use boundaries

These assets are deliberately narrow. They are not a substitute for legal advice, conformity assessment, formal quality-management implementation, or regulator-facing submissions.

They are designed to help teams stop treating EU AI Act readiness as a vague policy discussion and start building a visible evidence folder.

Provider Evidence Starter Pack

These three provider-side starters close the technical documentation, post-market monitoring, and conformity assessment gap identified in the 28 April competitive analysis. Use them after role and high-risk classification review, not as standalone legal conclusions.

Tool-to-evidence pairings

Frequently Asked Questions

No. These templates are educational evidence starters. Use them to organise facts and records before qualified legal, technical, or conformity-assessment review.

No. The files download locally. The linked diagnostic tools run in your browser. EU AI Compass does not require account creation or file upload for these starters.

Start with the AI System Inventory Template. Then use the Compliance Matrix and Deployer Obligations Checklist to decide which evidence records matter next.

No. These are first-pass records. Formal compliance may require role classification, risk management, technical documentation, quality management, FRIA, post-market monitoring, incident reporting, conformity assessment, and legal review depending on your role and system.

Source and review note

This library is educational and should be reviewed against Regulation (EU) 2024/1689 and relevant European Commission, AI Office, national authority, and sector guidance. It does not confirm legal compliance and is not legal advice.

Named evidence packs

Use these bundles when you want a workflow, not just a single worksheet.