Use Case Analysis
Comprehensive regulatory mapping for EU AI Act, GDPR, DORA, GPAI, and sectoral regulations. 124 use cases mapped.
⚖️ Important Disclaimer
This tool provides regulatory guidance based on EU AI Act (Regulation 2024/1689), GDPR, and DORA. It does not constitute legal advice. Always consult your legal/compliance team.
Step 1: Your Organization & Role
Step 2: Select Your AI Use Case
AI evaluating creditworthiness of natural persons. HIGH-RISK under Annex III 5(b).
📌 Annex III, point 5(b)
AI scoring individuals for consumer credit products. HIGH-RISK.
📌 Annex III, point 5(b)
AI scoring businesses (not natural persons). NOT high-risk - Annex III 5(b) covers only natural persons.
📌 Not covered
Multi-agent system (financial, ESG, sectoral, past decisions) producing a B2B/corporate risk opinion for credit officers. Human decides. NOT high-risk - Annex III 5(b) covers only natural persons.
📌 Not covered
AI-assisted loan application processing and approval for individuals. HIGH-RISK.
📌 Annex III, point 5(b)
AI making or influencing loan approval decisions for individuals. HIGH-RISK.
📌 Annex III, point 5(b)
AI determining interest rates. Context-dependent - may be high-risk if discriminatory impact.
📌 Art. 6(3)
AI for mortgage assessment and approval. HIGH-RISK under Annex III 5(b).
📌 Annex III, point 5(b)
AI determining credit limits for individuals. HIGH-RISK.
📌 Annex III, point 5(b)
AI assessing affordability for credit decisions. HIGH-RISK.
📌 Annex III, point 5(b)
AI prioritizing debt collection. May be high-risk if significantly impacts individuals.
📌 Art. 6(3)
AI for debt restructuring decisions. Context-dependent.
📌 Art. 6(3)
AI detecting fraudulent transactions. HIGH-RISK if can deny service access.
📌 Art. 6(3) / Annex III 5(b)
AI detecting credit/debit card fraud. Context-dependent.
📌 Art. 6(3)
AI detecting unauthorized account access.
📌 Art. 6(3)
AI detecting fraud in credit applications. If rejects applications → HIGH-RISK.
📌 Annex III, point 5(b)
AI for anti-money laundering. HIGH-RISK if denies account opening.
📌 Art. 6(3) / Annex III 5(b)
AI monitoring for suspicious transactions. Context-dependent.
📌 Art. 6(3)
AI scoring customer AML risk. May affect service access.
📌 Art. 6(3)
AI screening against sanctions lists.
📌 Art. 6(3)
AI screening for Politically Exposed Persons.
📌 Art. 6(3)
AI monitoring for suspicious activity patterns.
📌 Art. 6(3)
AI detecting market abuse and manipulation.
📌 Art. 6(3)
AI detecting MAR violations.
📌 Art. 6(3)
AI detecting potential insider trading.
📌 Art. 6(3)
AI automating regulatory report generation.
📌 Not listed
AI monitoring compliance with internal policies.
📌 Not listed
AI for automated trading. Not high-risk under AI Act (regulated under MiFID II).
📌 Not listed
AI for HFT. Regulated under MiFID II Art. 17.
📌 Not listed
AI providing investment advice. May be high-risk for retail if affects access.
📌 Art. 6(3)
AI investment advice for retail. Heightened suitability requirements.
📌 Art. 6(3)
AI investment advice for professionals. Lower protection requirements.
📌 Not listed
AI optimizing investment portfolios.
📌 Not listed
AI for automatic portfolio rebalancing.
📌 Not listed
AI achieving best execution for orders.
📌 Not listed
AI for liquidity provision.
📌 Not listed
AI routing orders to optimal venues.
📌 Not listed
AI for ESG analysis and scoring.
📌 Not listed
⚠️ HIGH-RISK: AI for life insurance pricing. Explicitly covered by Annex III 5(c).
📌 Annex III, point 5(c)
⚠️ HIGH-RISK: AI for health insurance pricing. Explicitly covered by Annex III 5(c).
📌 Annex III, point 5(c)
AI for property insurance pricing. NOT explicitly high-risk - context-dependent.
📌 Not listed
AI for motor insurance pricing. NOT explicitly high-risk - context-dependent.
📌 Not listed
AI for liability insurance pricing. NOT high-risk.
📌 Not listed
⚠️ HIGH-RISK: AI for life insurance underwriting.
📌 Annex III, point 5(c)
⚠️ HIGH-RISK: AI for health insurance underwriting.
📌 Annex III, point 5(c)
AI for property insurance underwriting. Context-dependent.
📌 Not listed
AI for claims assessment. May be high-risk if denies claims.
📌 Art. 6(3)
AI routing claims to appropriate handlers.
📌 Not listed
AI detecting fraudulent claims.
📌 Art. 6(3)
AI pricing based on driving behavior data.
📌 Art. 6(3)
⚠️ HIGH-RISK: AI filtering job applications. Annex III point 4(a).
📌 Annex III, point 4(a)
AI extracting data from CVs. May qualify for Art. 6(3) exemption if preparatory only.
📌 Art. 6(3)(d)
⚠️ HIGH-RISK: AI scoring/ranking candidates. Annex III point 4(a).
📌 Annex III, point 4(a)
⚠️ HIGH-RISK: AI matching candidates to roles.
📌 Annex III, point 4(a)
⚠️ HIGH-RISK: AI analyzing interviews.
📌 Annex III, point 4(a)
⚠️ HIGH-RISK: AI analyzing video interviews (may include emotion recognition).
📌 Annex III, point 4(a)
⚠️ HIGH-RISK: AI evaluating employee performance. Annex III point 4(b).
📌 Annex III, point 4(b)
⚠️ HIGH-RISK: AI predicting employee performance.
📌 Annex III, point 4(b)
⚠️ HIGH-RISK: AI influencing promotions. Annex III point 4(b).
📌 Annex III, point 4(b)
⚠️ HIGH-RISK: AI involved in termination decisions.
📌 Annex III, point 4(b)
⚠️ HIGH-RISK: AI monitoring employee behavior. Annex III point 4(c).
📌 Annex III, point 4(c)
⚠️ HIGH-RISK: AI monitoring productivity.
📌 Annex III, point 4(c)
⚠️ HIGH-RISK: AI allocating work tasks. Annex III point 4(c).
📌 Annex III, point 4(c)
AI forecasting workforce needs. Context-dependent.
📌 Art. 6(3)
AI analyzing compensation equity.
📌 Art. 6(3)
AI predicting employee flight risk.
📌 Art. 6(3)
AI recommending training courses.
📌 Not listed
AI chatbots for customers. LIMITED RISK - requires transparency disclosure.
📌 Art. 50(1)
AI chatbot providing advice. Art. 50 transparency required.
📌 Art. 50(1)
AI chatbot executing transactions. Art. 50 + service-specific requirements.
📌 Art. 50(1)
AI voice assistants. LIMITED RISK - requires transparency.
📌 Art. 50(1)
⚠️ Biometric identification - may be HIGH-RISK under Annex III point 1.
📌 Annex III, point 1
AI for customer verification. HIGH-RISK if can deny accounts.
📌 Annex III, point 5(b)
AI verifying customer identity. May involve biometrics.
📌 Art. 6(3)
AI segmenting customers for marketing.
📌 Not listed
AI predicting customer churn.
📌 Not listed
AI for product recommendations.
📌 Not listed
AI determining optimal customer interaction.
📌 Not listed
AI analyzing customer sentiment.
📌 Not listed
AI routing complaints to handlers.
📌 Not listed
AI extracting data from documents.
📌 Not listed
AI categorizing documents.
📌 Not listed
AI extracting text from images.
📌 Not listed
AI screening incoming emails.
📌 Not listed
AI analyzing contract terms.
📌 Not listed
AI reviewing contracts for issues.
📌 Not listed
AI-enhanced RPA.
📌 Not listed
AI for complex process automation.
📌 Not listed
AI monitoring data quality.
📌 Not listed
AI for automated reconciliation.
📌 Not listed
AI-enhanced internal capital models.
📌 Art. 6(3)
AI for Internal Ratings Based models.
📌 Art. 6(3)
AI for market risk assessment.
📌 Not listed
AI for Value at Risk calculations.
📌 Not listed
AI for portfolio credit risk. Context-dependent.
📌 Art. 6(3)
AI for Probability of Default.
📌 Art. 6(3)
AI for Loss Given Default.
📌 Not listed
AI for operational risk assessment.
📌 Not listed
AI for liquidity risk.
📌 Not listed
AI for climate risk modeling.
📌 Not listed
AI for stress test scenarios.
📌 Not listed
AI assisting model validation.
📌 Not listed
AI for access control decisions.
📌 Art. 6(3)
⚠️ Biometric ID may be HIGH-RISK under Annex III point 1.
📌 Annex III, point 1
⚠️ HIGH-RISK: Biometric identification. Annex III point 1.
📌 Annex III, point 1
AI analyzing behavioral patterns for auth.
📌 Art. 6(3)
AI detecting security anomalies.
📌 Not listed
AI detecting cyber threats.
📌 Not listed
AI for dynamic price adjustment.
📌 Art. 6(3)
AI for asset valuation.
📌 Not listed
AI valuing collateral. May affect credit decisions.
📌 Art. 6(3)
AI valuing properties. May affect mortgage decisions.
📌 Art. 6(3)
AI reviewing contracts, agreements, and legal documents. Analysis tool with lawyer oversight.
📌 Not listed
AI searching case law, precedents, and legal databases. Research tool for lawyers.
📌 Not listed
AI for electronic discovery in litigation. Document classification and relevance scoring.
📌 Not listed
AI-assisted contract generation using templates and clause libraries. Lawyer review required.
📌 Not listed
AI analyzing documents for M&A and transactions. Risk identification tool.
📌 Not listed
AI drafting legal briefs and memoranda. Lawyer review and approval required.
📌 Not listed
AI predicting litigation outcomes. HIGH-RISK if used by courts/affects access to justice. MINIMAL if internal law firm strategy tool.
📌 Art. 6(3) / Annex III 8
AI triaging legal inquiries and automating client intake workflow.
📌 Not listed
AI tracking billable hours and legal billing. Efficiency tool.
📌 Not listed
AI monitoring client compliance with regulations. Alert system.
📌 Not listed
AI preparing court filings. Administrative automation with lawyer oversight.
📌 Not listed
⚠️ HIGH-RISK: AI analyzing witness testimony. May affect legal outcomes under Annex III point 8.
📌 Annex III, point 8