The ECHO FRAMEWORK
The ECHO FRAMEWORK
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    • AI assurance: overview
    • Input manipulation risks
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    • Human-led AI: overview
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    • Home
    • ECHO
      • AI prompting: overview
      • The ECHO Framework
      • ECHO Basic
      • ECHO Plus
      • Persistent ECHO
      • Dynamic ECHO
    • 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
      • Confidentiality
    • About
      • Eye For Business
  • Home
  • ECHO
    • AI prompting: overview
    • The ECHO Framework
    • ECHO Basic
    • ECHO Plus
    • Persistent ECHO
    • Dynamic ECHO
  • 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
    • Confidentiality
  • About
    • Eye For Business

RESEARCH REVEALS CRITICAL GAPS

  Recent studies expose systematic AI audit failures with only 42% of companies actively supervising AI decisions and 67% admitting they don't understand how AI systems reach conclusions

AI ASSURANCE—OVERVIEW

AUDIT GAPS THREATEN BUSINESS CONTINUITY

AUDIT GAPS THREATEN BUSINESS CONTINUITY

AUDIT GAPS THREATEN BUSINESS CONTINUITY

  • Heightened exposure to compliance violations from limited resources and expertise
  • Regulatory measures like the EU AI Act demand systematic, risk-based controls
  • Traditional methods lack the documentation and audit trails global standards require
  • Systematic frameworks are essential for overcoming these vulnerabilities

GLOBAL STANDARDS DEMAND CONTROLS

AUDIT GAPS THREATEN BUSINESS CONTINUITY

AUDIT GAPS THREATEN BUSINESS CONTINUITY

  • Emerging regulations stress risk management and documentation
  • Human oversight is now a regulatory expectation
  • ISO 9001 requires version control and audit trails
  • Structured approaches outperform ad hoc AI deployments

INTERVENTION CLOSES CRITICAL GAPS

AUDIT GAPS THREATEN BUSINESS CONTINUITY

INTERVENTION CLOSES CRITICAL GAPS

  • ECHO Framework™ systematically identifies hidden audit gaps
  • Professional AI assurance services deliver comprehensive risk mitigation
  • Human-led governance closes gaps that AI alone cannot address
  • Ongoing oversight ensures compliance as rules evolve

FURTHER READING

Input manipulation risks

Learn more

Disclosure risks

Learn more

Supply chain risks

Learn more

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The ECHO Framework™

Prompt engineering by Eye For Business (Eye4B)

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