Policy Library
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22 policies

EU Artificial Intelligence Act

Regulation (EU) 2024/1689

Under the EU Artificial Intelligence Act (2024/1689), these policies enforce prohibited practices, high-risk system obligations and transparency requirements at runtime. Sectors classified as critical infrastructure under Annex III — such as energy and utilities — carry high-risk obligations; policies marked with an asterisk (*) target those critical-infrastructure and high-risk scenarios directly.

Coverage focus

  • Article 5 prohibited-practice barriers (manipulation, social scoring, and more).
  • High-risk classification with automatic control escalation.
  • Critical-infrastructure and human-oversight controls (marked *).
  • Transparency, record-keeping, bias detection, and FRIA / risk-management evidence.

Policies marked with a star target critical-infrastructure and high-risk use scenarios under Annex III.

Policies

22 total
AIACT-01

Subliminal Manipulation Barrier

Blocks generation of manipulative content that distorts a person's behavior beyond their conscious awareness. As a prohibited practice, BLOCK is applied without exception.

TypeContext-Aware
PhasePRE_LLM + POST_LLM
ActionBLOCK
BasisEU AI Act Art. 5(1)(a)
AIACT-02

Vulnerability Exploitation Barrier

Blocks content and decision-making that exploit vulnerabilities arising from age, disability or socioeconomic situation.

TypeContext-Aware
PhasePRE_LLM + POST_LLM
ActionBLOCK
BasisEU AI Act Art. 5(1)(b)
AIACT-03

Social Scoring Barrier

Detects and blocks general-purpose scoring requests based on individuals' social behavior or personality traits. Prompts aimed at behavioral profiling of employees or customers are caught here.

TypeContext-Aware
PhasePRE_LLM
ActionBLOCK
BasisEU AI Act Art. 5(1)(c)
AIACT-04

Workplace Emotion Recognition Barrier

Blocks use cases aimed at analyzing employees' emotional states with AI (except safety and medical exceptions). Emotion-analysis requests over meeting recordings and correspondence are a typical violation pattern.

TypeContext-Aware
PhasePRE_LLM
ActionBLOCK
BasisEU AI Act Art. 5(1)(f)
AIACT-05

Biometric Categorization Barrier

Blocks inference of race, political opinion, union membership, belief or sexual orientation from biometric data.

TypeContext-Aware
PhasePRE_LLM + POST_LLM
ActionBLOCK
BasisEU AI Act Art. 5(1)(g)
AIACT-06High-risk / Critical infrastructure

High-Risk Use Detection & Classification

Detects high-risk use scenarios (employment decision, critical-infrastructure operation, credit evaluation) from prompt content and automatically classifies the interaction as high-risk. A class change triggers additional controls such as human oversight and enhanced logging.

TypeContext-Aware
PhasePRE_LLM
ActionFLAG + Class assignment
BasisEU AI Act Art. 6, Annex III
AIACT-07

Employment Decisions Guardrail

Prevents AI output from being used as the final decision on CV screening, promotion, performance evaluation and termination; human approval is mandatory and the decision rationale is logged.

TypeContext-Aware + Approval workflow
PhasePOST_LLM
ActionALLOW_WITH_WARNINGS + Approval
BasisEU AI Act Annex III/4, Art. 14
AIACT-08

Credit & Essential Service Decisions

Blocks fully automated AI use in creditworthiness evaluation and decisions on access to essential services. Supplier financial-evaluation scenarios are bound to this policy.

TypeContext-Aware
PhasePOST_LLM
ActionBLOCK / Approval
BasisEU AI Act Annex III/5
AIACT-09High-risk / Critical infrastructure

Critical Infrastructure Operation Control

Requires human oversight for AI-assisted decisions on energy generation, transmission and distribution operations (load forecasting, maintenance prioritization, field instructions) and restricts agent systems' authority to write directly to operational systems. The most critical policy of the package for a critical-infrastructure operator.

TypeContext-Aware + Agent rule
PhasePRE_LLM + POST_LLM
ActionApproval workflow / BLOCK
BasisEU AI Act Annex III/2, Art. 14
AIACT-10

Education & Exam Evaluation Control

Prevents AI output from solely determining outcomes in internal training and certification evaluations; requires evaluator approval.

TypeContext-Aware
PhasePOST_LLM
ActionALLOW_WITH_WARNINGS + Approval
BasisEU AI Act Annex III/3
AIACT-11

AI Transparency Notice

Requires chatbots interacting with customers and employees to clearly disclose that they are AI. Chatbot responses that do not contain the disclosure statement are caught in the POST_LLM phase and passed with the disclosure added.

TypeHeuristic + Context-Aware
PhasePOST_LLM
ActionCorrection / FLAG
BasisEU AI Act Art. 50(1)
AIACT-12

Synthetic Content & Deepfake Labeling

Blocks AI-generated image, audio and video content from being published without labeling. If synthetic content is detected in corporate communications materials, a labeling requirement is enforced.

TypeContext-Aware
PhasePOST_LLM
ActionFLAG + Labeling requirement
BasisEU AI Act Art. 50(2), Art. 50(4)
AIACT-13High-risk / Critical infrastructure

Human Oversight Requirement

Prevents an AI agent from proceeding without human approval on high-impact actions (data deletion, system configuration, financial transaction, field operation). Approval and rejection decisions are written to the audit ledger.

TypeAgent rule
PhasePOST_LLM / Tool call
ActionApproval workflow
BasisEU AI Act Art. 14
AIACT-14

Accuracy & Robustness Monitoring

Continuously measures guardrails' precision/recall metrics against benchmark datasets and raises an alarm on performance drops. In high-risk projects, model accuracy metrics are reported periodically.

TypePlatform policy (evaluation)
PhaseContinuous
ActionAlarm + Report
BasisEU AI Act Art. 15
AIACT-15

Risk Management System Evidence

Continuously records each project's risk class, active guardrail configuration and Governance Health Score trend, producing automatic documentation that proves to an auditor that risk management is a living process.

TypePlatform policy (audit)
PhaseContinuous
ActionEvidence report
BasisEU AI Act Art. 9
AIACT-16

Data Governance Controls

Requires RAG sources and fine-tuning data to come from approved, high-quality and representative datasets. Connecting an unapproved data source to the system is blocked.

TypePlatform policy + Routing
PhasePRE_LLM
ActionBLOCK
BasisEU AI Act Art. 10
AIACT-17High-risk / Critical infrastructure

Record-Keeping & Traceability

Keeps automatic event logs of all AI interactions in high-risk systems in the hash-chained ledger. Log immutability is cryptographically provable, directly meeting Art. 12 and Art. 19 obligations.

TypePlatform policy (audit)
PhaseAll phases
ActionRecord
BasisEU AI Act Art. 12, Art. 19
AIACT-18

General-Purpose AI Model Inventory

Inventories all GPAI models used in the organization (GPT, Claude, Gemini, open-source models) per project and detects and blocks use of unapproved models.

TypeRouting rule + Platform
PhasePRE_LLM
ActionBLOCK / FLAG
BasisEU AI Act Art. 53
AIACT-19

Systemic-Risk Model Monitoring

Requires enhanced monitoring, incident reporting and an additional guardrail layer in projects using frontier models in the systemic-risk class.

TypePlatform policy
PhaseContinuous
ActionEnhanced monitoring
BasisEU AI Act Art. 55
AIACT-20

Bias Detection

Detects AI outputs that show systematic differences by protected attributes (gender, age, ethnic origin). In HR and customer-decision scenarios, outputs are run through bias scoring.

TypeContext-Aware
PhasePOST_LLM
ActionFLAG / ALLOW_WITH_WARNINGS
BasisEU AI Act Art. 10, Art. 15
AIACT-21

Serious Incident Reporting

Detects serious AI incidents affecting fundamental rights or safety, opens an incident record and starts notification-deadline tracking. An incident impact report is prepared automatically.

TypePlatform policy (anomaly)
PhaseAll phases
ActionAlarm + Incident record
BasisEU AI Act Art. 73
AIACT-22

Fundamental Rights Impact Assessment (FRIA) Evidence

Automatically collects the data points needed for a fundamental-rights impact assessment in high-risk projects (affected population groups, decision types, human-oversight rate) and feeds the FRIA document.

TypePlatform policy (audit)
PhaseContinuous
ActionEvidence report
BasisEU AI Act Art. 27