V
Vivek Kumar
Author
December 1, 202510 min read
Business
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AI regulation has moved from discussion to implementation. Here's what businesses need to understand and how to prepare.
The Regulatory Landscape
EU AI Act
- Now in effect:
- Risk-based classification
- Prohibited uses defined
- High-risk requirements
- Transparency obligations
- Key requirements:
- Risk assessments
- Data governance
- Human oversight
- Technical documentation
US Approach
- Executive orders and guidance:
- Agency-specific requirements
- Sector regulations
- State-level laws emerging
- Voluntary commitments
Global Considerations
Risk Categories
Unacceptable Risk (Prohibited)
High Risk
- Subject to requirements:
- Employment decisions
- Credit scoring
- Education access
- Healthcare diagnostics
- Legal assistance
Limited Risk
Minimal Risk
Compliance Requirements
For High-Risk AI
- Technical requirements:
- Quality management
- Data governance
- Technical documentation
- Record keeping
- Human oversight
- Accuracy and robustness
- Organizational requirements:
- Conformity assessments
- Registration in EU database
- Incident reporting
- Post-market monitoring
For All AI
- Best practices:
- Transparency about AI use
- Fair and non-discriminatory
- Privacy compliance
- Security measures
Implementation Steps
1. AI Inventory
- Catalog your AI systems:
- What AI do you use?
- What does it do?
- Who does it affect?
- What data does it use?
2. Risk Classification
- Assess each system:
- Risk category
- Regulatory applicability
- Compliance gaps
3. Gap Analysis
- Identify needed changes:
- Technical requirements
- Documentation needs
- Process updates
- Governance structures
4. Remediation
- Address gaps:
- Update systems
- Create documentation
- Implement oversight
- Train staff
5. Ongoing Compliance
- Continuous activities:
- Monitoring
- Incident handling
- Regular assessments
- Updates for changes
Practical Considerations
Documentation
- Create and maintain:
- System descriptions
- Training data records
- Performance metrics
- Risk assessments
- Incident logs
Governance
- Establish:
- Clear ownership
- Review processes
- Escalation paths
- Audit procedures
Third-Party AI
- Address vendor AI:
- Due diligence
- Contractual requirements
- Ongoing monitoring
- Shared responsibilities
Looking Ahead
- Expect:
- More jurisdictions acting
- Requirements evolving
- Enforcement increasing
- Best practices emerging
Navigating AI compliance? We help businesses understand and implement AI governance requirements.
Tags:
AI RegulationComplianceAI GovernanceBusiness