The ECHO FRAMEWORK
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      • AI prompting: overview
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    • Audit gaps
      • AI assurance: overview
      • Input manipulation risks
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      • Human-led AI: overview
      • ISO 9001
      • Other audit gaps
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      • Training: overview
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      • Eye For Business
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  • ECHO™
    • AI prompting: overview
    • The ECHO Framework™
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    • ECHO+™
    • Persistent ECHO™
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  • Audit gaps
    • AI assurance: overview
    • Input manipulation risks
    • Disclosure risks
    • Supply chain risks
    • Free diagnostic review
  • Human-led AI
    • Human-led AI: overview
    • ISO 9001
    • Other audit gaps
    • Risk controls
    • Sandbox environments
  • Training
    • Training: overview
    • Gradual upskilling
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  • About
    • Eye For Business

HUMAN-LED AI >> OTHER AUDIT GAPS

Additional compliance frameworks

 Beyond ISO 9001, regulatory frameworks including EU AI Act, GDPR and sector-specific standards create systematic workforce development opportunities. Compliance implementation through human-led processes builds institutional capability whilst ensuring comprehensive regulatory adherence. 

Regulatory developments

EU AI Act creates capability opportunities

Immediate compliance deadlines require systematic workforce training in AI governance protocols. Human oversight implementation develops regulatory expertise whilst ensuring compliance with emerging standards requiring immediate workforce capability development. 

Sector-specific standards enhance expertise

 Financial services AI governance requirements create specialised workforce development opportunities. Healthcare privacy compliance builds institutional knowledge while manufacturing quality standards develop systematic analytical capabilities through human-led oversight protocols.

Continuous learning frameworks

  Regulatory evolution requires adaptive workforce capability development through systematic training. Human-led compliance implementation creates institutional knowledge whilst building competitive advantage through enhanced regulatory expertise and strategic workforce alignment.

Further reading

Overview

Sandbox environments

Overview

 Research demonstrates that organisations pursuing AI for human amplification outperform those focused solely on efficiency. 

Learn more

ISO 9001

Sandbox environments

Overview

 AI implementation without proper documentation, version control and audit trails violates ISO 9001 standards.

Learn more

Risk controls

Sandbox environments

Sandbox environments

 Inadequate access controls enable unauthorised AI usage, whilst output monitoring failures miss critical errors and biases. 

Learn more

Sandbox environments

Sandbox environments

Sandbox environments

 SMEs can create secure AI environments preventing hallucination risks and confidential data exposure. 

Learn more

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