RegolAI

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

Credit Scoring (Consumer)HIGH-RISK

AI evaluating creditworthiness of natural persons. HIGH-RISK under Annex III 5(b).

📌 Annex III, point 5(b)

Credit Scoring - Consumer CreditHIGH-RISK

AI scoring individuals for consumer credit products. HIGH-RISK.

📌 Annex III, point 5(b)

Credit Scoring - Corporate/B2BMINIMAL RISK

AI scoring businesses (not natural persons). NOT high-risk - Annex III 5(b) covers only natural persons.

📌 Not covered

Corporate Risk Opinion (Multi-Agent)MINIMAL RISK

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

Loan OriginationHIGH-RISK

AI-assisted loan application processing and approval for individuals. HIGH-RISK.

📌 Annex III, point 5(b)

Loan Approval DecisionHIGH-RISK

AI making or influencing loan approval decisions for individuals. HIGH-RISK.

📌 Annex III, point 5(b)

Loan PricingCONTEXT-DEPENDENT

AI determining interest rates. Context-dependent - may be high-risk if discriminatory impact.

📌 Art. 6(3)

Mortgage UnderwritingHIGH-RISK

AI for mortgage assessment and approval. HIGH-RISK under Annex III 5(b).

📌 Annex III, point 5(b)

Credit Limit SettingHIGH-RISK

AI determining credit limits for individuals. HIGH-RISK.

📌 Annex III, point 5(b)

Affordability AssessmentHIGH-RISK

AI assessing affordability for credit decisions. HIGH-RISK.

📌 Annex III, point 5(b)

Collections & RecoveryCONTEXT-DEPENDENT

AI prioritizing debt collection. May be high-risk if significantly impacts individuals.

📌 Art. 6(3)

Debt RestructuringCONTEXT-DEPENDENT

AI for debt restructuring decisions. Context-dependent.

📌 Art. 6(3)

Fraud Detection (General)CONTEXT-DEPENDENT

AI detecting fraudulent transactions. HIGH-RISK if can deny service access.

📌 Art. 6(3) / Annex III 5(b)

Card Fraud DetectionCONTEXT-DEPENDENT

AI detecting credit/debit card fraud. Context-dependent.

📌 Art. 6(3)

Account Takeover DetectionCONTEXT-DEPENDENT

AI detecting unauthorized account access.

📌 Art. 6(3)

Application Fraud DetectionHIGH-RISK

AI detecting fraud in credit applications. If rejects applications → HIGH-RISK.

📌 Annex III, point 5(b)

AML/KYC ScreeningCONTEXT-DEPENDENT

AI for anti-money laundering. HIGH-RISK if denies account opening.

📌 Art. 6(3) / Annex III 5(b)

AML Transaction MonitoringCONTEXT-DEPENDENT

AI monitoring for suspicious transactions. Context-dependent.

📌 Art. 6(3)

AML Customer Risk ScoringCONTEXT-DEPENDENT

AI scoring customer AML risk. May affect service access.

📌 Art. 6(3)

Sanctions ScreeningCONTEXT-DEPENDENT

AI screening against sanctions lists.

📌 Art. 6(3)

PEP ScreeningCONTEXT-DEPENDENT

AI screening for Politically Exposed Persons.

📌 Art. 6(3)

Transaction MonitoringCONTEXT-DEPENDENT

AI monitoring for suspicious activity patterns.

📌 Art. 6(3)

Trade SurveillanceCONTEXT-DEPENDENT

AI detecting market abuse and manipulation.

📌 Art. 6(3)

Market Abuse DetectionCONTEXT-DEPENDENT

AI detecting MAR violations.

📌 Art. 6(3)

Insider Trading DetectionCONTEXT-DEPENDENT

AI detecting potential insider trading.

📌 Art. 6(3)

Regulatory ReportingMINIMAL RISK

AI automating regulatory report generation.

📌 Not listed

Compliance MonitoringMINIMAL RISK

AI monitoring compliance with internal policies.

📌 Not listed

Algorithmic TradingMINIMAL RISK

AI for automated trading. Not high-risk under AI Act (regulated under MiFID II).

📌 Not listed

High Frequency TradingMINIMAL RISK

AI for HFT. Regulated under MiFID II Art. 17.

📌 Not listed

Robo-Advisory (General)CONTEXT-DEPENDENT

AI providing investment advice. May be high-risk for retail if affects access.

📌 Art. 6(3)

Robo-Advisory - Retail ClientsCONTEXT-DEPENDENT

AI investment advice for retail. Heightened suitability requirements.

📌 Art. 6(3)

Robo-Advisory - ProfessionalMINIMAL RISK

AI investment advice for professionals. Lower protection requirements.

📌 Not listed

Portfolio OptimizationMINIMAL RISK

AI optimizing investment portfolios.

📌 Not listed

Portfolio RebalancingMINIMAL RISK

AI for automatic portfolio rebalancing.

📌 Not listed

Best ExecutionMINIMAL RISK

AI achieving best execution for orders.

📌 Not listed

Market MakingMINIMAL RISK

AI for liquidity provision.

📌 Not listed

Smart Order RoutingMINIMAL RISK

AI routing orders to optimal venues.

📌 Not listed

ESG ScoringMINIMAL RISK

AI for ESG analysis and scoring.

📌 Not listed

Insurance Pricing - LifeHIGH-RISK

⚠️ HIGH-RISK: AI for life insurance pricing. Explicitly covered by Annex III 5(c).

📌 Annex III, point 5(c)

Insurance Pricing - HealthHIGH-RISK

⚠️ HIGH-RISK: AI for health insurance pricing. Explicitly covered by Annex III 5(c).

📌 Annex III, point 5(c)

Insurance Pricing - PropertyCONTEXT-DEPENDENT

AI for property insurance pricing. NOT explicitly high-risk - context-dependent.

📌 Not listed

Insurance Pricing - MotorCONTEXT-DEPENDENT

AI for motor insurance pricing. NOT explicitly high-risk - context-dependent.

📌 Not listed

Insurance Pricing - LiabilityCONTEXT-DEPENDENT

AI for liability insurance pricing. NOT high-risk.

📌 Not listed

Insurance Underwriting - LifeHIGH-RISK

⚠️ HIGH-RISK: AI for life insurance underwriting.

📌 Annex III, point 5(c)

Insurance Underwriting - HealthHIGH-RISK

⚠️ HIGH-RISK: AI for health insurance underwriting.

📌 Annex III, point 5(c)

Insurance Underwriting - PropertyCONTEXT-DEPENDENT

AI for property insurance underwriting. Context-dependent.

📌 Not listed

Claims ProcessingCONTEXT-DEPENDENT

AI for claims assessment. May be high-risk if denies claims.

📌 Art. 6(3)

Claims TriageMINIMAL RISK

AI routing claims to appropriate handlers.

📌 Not listed

Claims Fraud DetectionCONTEXT-DEPENDENT

AI detecting fraudulent claims.

📌 Art. 6(3)

Telematics PricingCONTEXT-DEPENDENT

AI pricing based on driving behavior data.

📌 Art. 6(3)

CV/Resume ScreeningHIGH-RISK

⚠️ HIGH-RISK: AI filtering job applications. Annex III point 4(a).

📌 Annex III, point 4(a)

CV Parsing (Data Extraction)CONTEXT-DEPENDENT

AI extracting data from CVs. May qualify for Art. 6(3) exemption if preparatory only.

📌 Art. 6(3)(d)

Candidate RankingHIGH-RISK

⚠️ HIGH-RISK: AI scoring/ranking candidates. Annex III point 4(a).

📌 Annex III, point 4(a)

Candidate MatchingHIGH-RISK

⚠️ HIGH-RISK: AI matching candidates to roles.

📌 Annex III, point 4(a)

Interview AnalysisHIGH-RISK

⚠️ HIGH-RISK: AI analyzing interviews.

📌 Annex III, point 4(a)

Video Interview AnalysisHIGH-RISK

⚠️ HIGH-RISK: AI analyzing video interviews (may include emotion recognition).

📌 Annex III, point 4(a)

Performance EvaluationHIGH-RISK

⚠️ HIGH-RISK: AI evaluating employee performance. Annex III point 4(b).

📌 Annex III, point 4(b)

Performance PredictionHIGH-RISK

⚠️ HIGH-RISK: AI predicting employee performance.

📌 Annex III, point 4(b)

Promotion DecisionsHIGH-RISK

⚠️ HIGH-RISK: AI influencing promotions. Annex III point 4(b).

📌 Annex III, point 4(b)

Termination DecisionsHIGH-RISK

⚠️ HIGH-RISK: AI involved in termination decisions.

📌 Annex III, point 4(b)

Employee MonitoringHIGH-RISK

⚠️ HIGH-RISK: AI monitoring employee behavior. Annex III point 4(c).

📌 Annex III, point 4(c)

Productivity MonitoringHIGH-RISK

⚠️ HIGH-RISK: AI monitoring productivity.

📌 Annex III, point 4(c)

Task AllocationHIGH-RISK

⚠️ HIGH-RISK: AI allocating work tasks. Annex III point 4(c).

📌 Annex III, point 4(c)

Workforce PlanningCONTEXT-DEPENDENT

AI forecasting workforce needs. Context-dependent.

📌 Art. 6(3)

Compensation AnalysisCONTEXT-DEPENDENT

AI analyzing compensation equity.

📌 Art. 6(3)

Talent RetentionCONTEXT-DEPENDENT

AI predicting employee flight risk.

📌 Art. 6(3)

Learning RecommendationsMINIMAL RISK

AI recommending training courses.

📌 Not listed

Customer ChatbotLIMITED RISK

AI chatbots for customers. LIMITED RISK - requires transparency disclosure.

📌 Art. 50(1)

Advisory ChatbotLIMITED RISK

AI chatbot providing advice. Art. 50 transparency required.

📌 Art. 50(1)

Transactional ChatbotLIMITED RISK

AI chatbot executing transactions. Art. 50 + service-specific requirements.

📌 Art. 50(1)

Voice AssistantLIMITED RISK

AI voice assistants. LIMITED RISK - requires transparency.

📌 Art. 50(1)

Voice Biometric AuthHIGH-RISK

⚠️ Biometric identification - may be HIGH-RISK under Annex III point 1.

📌 Annex III, point 1

Customer OnboardingCONTEXT-DEPENDENT

AI for customer verification. HIGH-RISK if can deny accounts.

📌 Annex III, point 5(b)

Identity VerificationCONTEXT-DEPENDENT

AI verifying customer identity. May involve biometrics.

📌 Art. 6(3)

Customer SegmentationMINIMAL RISK

AI segmenting customers for marketing.

📌 Not listed

Churn PredictionMINIMAL RISK

AI predicting customer churn.

📌 Not listed

Cross-sell / UpsellMINIMAL RISK

AI for product recommendations.

📌 Not listed

Next Best ActionMINIMAL RISK

AI determining optimal customer interaction.

📌 Not listed

Sentiment AnalysisMINIMAL RISK

AI analyzing customer sentiment.

📌 Not listed

Complaint RoutingMINIMAL RISK

AI routing complaints to handlers.

📌 Not listed

Document ProcessingMINIMAL RISK

AI extracting data from documents.

📌 Not listed

Document ClassificationMINIMAL RISK

AI categorizing documents.

📌 Not listed

OCR Data ExtractionMINIMAL RISK

AI extracting text from images.

📌 Not listed

Email ScreeningMINIMAL RISK

AI screening incoming emails.

📌 Not listed

Contract AnalysisMINIMAL RISK

AI analyzing contract terms.

📌 Not listed

Contract ReviewMINIMAL RISK

AI reviewing contracts for issues.

📌 Not listed

Process AutomationMINIMAL RISK

AI-enhanced RPA.

📌 Not listed

Intelligent AutomationMINIMAL RISK

AI for complex process automation.

📌 Not listed

Data Quality MonitoringMINIMAL RISK

AI monitoring data quality.

📌 Not listed

ReconciliationMINIMAL RISK

AI for automated reconciliation.

📌 Not listed

Internal Risk ModelsCONTEXT-DEPENDENT

AI-enhanced internal capital models.

📌 Art. 6(3)

IRB ModelsCONTEXT-DEPENDENT

AI for Internal Ratings Based models.

📌 Art. 6(3)

Market Risk ModelingMINIMAL RISK

AI for market risk assessment.

📌 Not listed

VaR ModelsMINIMAL RISK

AI for Value at Risk calculations.

📌 Not listed

Credit Risk ModelingCONTEXT-DEPENDENT

AI for portfolio credit risk. Context-dependent.

📌 Art. 6(3)

PD ModelsCONTEXT-DEPENDENT

AI for Probability of Default.

📌 Art. 6(3)

LGD ModelsMINIMAL RISK

AI for Loss Given Default.

📌 Not listed

Operational RiskMINIMAL RISK

AI for operational risk assessment.

📌 Not listed

Liquidity RiskMINIMAL RISK

AI for liquidity risk.

📌 Not listed

Climate RiskMINIMAL RISK

AI for climate risk modeling.

📌 Not listed

Stress TestingMINIMAL RISK

AI for stress test scenarios.

📌 Not listed

Model ValidationMINIMAL RISK

AI assisting model validation.

📌 Not listed

Access ControlCONTEXT-DEPENDENT

AI for access control decisions.

📌 Art. 6(3)

Biometric AuthenticationHIGH-RISK

⚠️ Biometric ID may be HIGH-RISK under Annex III point 1.

📌 Annex III, point 1

Facial RecognitionHIGH-RISK

⚠️ HIGH-RISK: Biometric identification. Annex III point 1.

📌 Annex III, point 1

Behavioral BiometricsCONTEXT-DEPENDENT

AI analyzing behavioral patterns for auth.

📌 Art. 6(3)

Security Anomaly DetectionMINIMAL RISK

AI detecting security anomalies.

📌 Not listed

Cyber Threat DetectionMINIMAL RISK

AI detecting cyber threats.

📌 Not listed

Dynamic PricingCONTEXT-DEPENDENT

AI for dynamic price adjustment.

📌 Art. 6(3)

Asset ValuationMINIMAL RISK

AI for asset valuation.

📌 Not listed

Collateral ValuationCONTEXT-DEPENDENT

AI valuing collateral. May affect credit decisions.

📌 Art. 6(3)

Real Estate ValuationCONTEXT-DEPENDENT

AI valuing properties. May affect mortgage decisions.

📌 Art. 6(3)

Legal Document ReviewMINIMAL RISK

AI reviewing contracts, agreements, and legal documents. Analysis tool with lawyer oversight.

📌 Not listed

Legal Research & Case LawMINIMAL RISK

AI searching case law, precedents, and legal databases. Research tool for lawyers.

📌 Not listed

eDiscoveryMINIMAL RISK

AI for electronic discovery in litigation. Document classification and relevance scoring.

📌 Not listed

Contract Drafting (Legal)MINIMAL RISK

AI-assisted contract generation using templates and clause libraries. Lawyer review required.

📌 Not listed

Legal Due DiligenceMINIMAL RISK

AI analyzing documents for M&A and transactions. Risk identification tool.

📌 Not listed

Legal Brief GenerationMINIMAL RISK

AI drafting legal briefs and memoranda. Lawyer review and approval required.

📌 Not listed

Case Outcome PredictionCONTEXT-DEPENDENT

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

Client Intake (Legal)MINIMAL RISK

AI triaging legal inquiries and automating client intake workflow.

📌 Not listed

Legal Billing & Time TrackingMINIMAL RISK

AI tracking billable hours and legal billing. Efficiency tool.

📌 Not listed

Legal Compliance MonitoringMINIMAL RISK

AI monitoring client compliance with regulations. Alert system.

📌 Not listed

Court Filing AutomationMINIMAL RISK

AI preparing court filings. Administrative automation with lawyer oversight.

📌 Not listed

Witness Credibility AnalysisHIGH-RISK

⚠️ HIGH-RISK: AI analyzing witness testimony. May affect legal outcomes under Annex III point 8.

📌 Annex III, point 8

Step 3: Regulatory Context