Compliance Mapping

ATHENA maps every API endpoint to specific regulatory requirements, ensuring your AI systems remain compliant.

Supported Regulations

Regulation	Jurisdiction	Deadline	Penalties
EU AI Act	European Union	August 2026	€35M or 7% revenue
Texas TRAIGA	Texas, USA	Active	$25K per violation
Colorado AI Act	Colorado, USA	Active	Per-violation fines
FDA AI/ML	USA (Healthcare)	Active	FDA enforcement
California SB-53	California, USA	2025	Varies

Endpoint → Regulation Mapping

Endpoint	EU AI Act	Texas TRAIGA	Colorado	FDA
/calibrate	Art 14(4)(b)	§ 2056.002	§ 6-1-1303	IV.A
/detect-bias	Art 10	§ 2056.103	§ 6-1-1303	IV.B
/audit-trail	Art 14(4)(d)	§ 2056.103	§ 6-1-1304	IV.C
/export	Art 14(5)	§ 2056.104	§ 6-1-1306	V.A
/trust-score	Art 14(4)(b)	§ 2056.002	§ 6-1-1303	IV.A
/webhooks	Art 14(4)(d)	§ 2056.103	§ 6-1-1304	IV.C

EU AI Act Article 14

Article 14(4)(b): Automation Bias Detection

Requirement: "The natural person to whom human oversight is assigned... is able to... remain aware of the possible tendency of automatically relying on the output produced by a high-risk AI system (automation bias)"

ATHENA Solution: Trust Calibration Engine (/calibrate)

const result = await athena.calibrate.analyze({
  userId: 'user_123',
  ...
});

if (result.calibration === 'OVERTRUSTING') {
  // Automation bias detected - EU Art 14(4)(b) compliance alert
  console.log(result.regulationMapping.eu_ai_act); // "Article 14(4)(b)"
}

Article 14(4)(d): Audit Trail

Requirement: "The natural person... is able to... correctly interpret the high-risk AI system's output"

ATHENA Solution: Complete decision logging (/log, /audit-trail)

Article 14(5): Reporting

Requirement: Operators must maintain documentation of oversight measures.

ATHENA Solution: Compliance exports (/export with template: 'eu_ai_act')

Article 10: Bias Detection

Requirement: Training data must be "relevant, representative, free of errors and complete"

ATHENA Solution: Bias detection engine (/detect-bias, /bias/subgroups)

Texas TRAIGA

§ 2056.002: Meaningful Human Review

Requirement: Consequential decisions require meaningful human review, not rubber-stamping.

ATHENA Solution:

• Trust calibration scoring identifies rubber-stamping patterns

• Override quality tracking ensures genuine human engagement

§ 2056.103: Semi-Annual Audits

Requirement: Covered entities must conduct bias audits twice per year.

ATHENA Solution:

• Generate compliance reports: template: 'texas_traiga'

• Automated bias monitoring via /bias/feed

Colorado AI Act

§ 6-1-1303: Impact Assessment

Requirement: Annual impact assessment for high-risk AI systems.

ATHENA Solution:

• Trust score trends over time

• Subgroup performance analysis

• Automated report generation

§ 6-1-1304: Consumer Notification

Requirement: Notify consumers when AI is used in consequential decisions.

ATHENA Solution:

• Audit trail with timestamps

• Decision logging with context

FDA AI/ML Guidelines

Section IV: Performance Monitoring

Requirement: Continuous monitoring of AI/ML device performance across demographics.

ATHENA Solution:

• Real-time bias detection by subgroup

• Accuracy tracking across age, gender, ethnicity

• Automated alerts when performance degrades

API Response Example

Every ATHENA response includes regulation mapping:

{
  "calibration_category": "OVERTRUSTING",
  "trust_score": 0.75,
  "regulation_mapping": {
    "eu_ai_act": "Article 14(4)(b)",
    "texas_traiga": "§ 2056.002",
    "colorado": "§ 6-1-1303",
    "fda": "Section IV.A"
  },
  "recommendation": "Intervention required per EU AI Act Article 14(4)(b)"
}

Compliance Reports

Generate regulation-specific reports:

// EU AI Act Article 14 Report
const euReport = await athena.export.generate({
  template: 'eu_ai_act',
  format: 'pdf',
  startDate: '2025-01-01',
  endDate: '2025-12-31'
});

// Texas TRAIGA Semi-Annual Audit
const texasReport = await athena.export.generate({
  template: 'texas_traiga',
  format: 'pdf',
  startDate: '2025-07-01',
  endDate: '2025-12-31'
});

---

Next: API Reference