HUMAN OVERSIGHT PREVENTS FAILURES
Organisations using AI for human amplification outperform efficiency-focused approaches. Systematic human oversight prevents 73% output review failures while building competitive workforce advantage through strategic AI integration and compliance readiness.
HUMAN-LED AI—ISO 9001
HUMAN REVIEW PROTOCOLS
- Mandatory human verification prevents compliance violations
- Expert validation enhances decision-making capability
- Maintains ISO 9001 audit trail standards
- Creates professional development opportunities
EXPLAINABILITY STANDARDS
- Systematic documentation of AI reasoning processes
- Builds workforce analytical capability
- Meets regulatory transparency requirements
- Develops institutional knowledge and accountability
QUALITY MANAGEMENT INTEGRATION
- Version control enables systematic learning opportunities
- Engages workforce in quality protocols
- Develops analytical expertise through participation
- Ensures sustainable audit-ready AI implementations