The ECHO FRAMEWORK
The ECHO FRAMEWORK
  • 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
  • More
    • 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

THE ECHO FRAMEWORK™: AI RISK REDUCTION

THE ECHO FRAMEWORK™

MARKET REALITY

  • Structured prompting reduces operational risk, supporting AI adoption for resource-limited firms
  • Over three-quarters of organisations use AI, but most lack systematic methods, leading to overwhelm and inconsistent performance
  • Trial-and-error techniques create complexity, reduce efficiency and reduce competitive advantage

CORE PRINCIPLE

The four ECHO pillars—Expertise, Context, How, Output—turn prompt chaos into a consistent, auditable process. 

REPEATABLE IMPACT

Structured methodology provides reliable outputs and compliance-ready documentation, tailored for business needs and regulatory demands

ENTERPRISE BENEFITS

  • Reduced complexity:  Systematic training lowers AI barriers and strengthens internal skills for scalable, evidence-ready results
  • Decision confidence:  Delivers consistent, decision-grade outputs with clear documentation and oversight for both strategic decisions and regulatory audits
  • Compliance support: Meets reporting requirements with audit trails and artefacts that stand up to scrutiny and external review
  • Stepwide adoption: Start with ECHO Basic™, then extend capability and assurance as business needs and resources develop

EXPLORE ECHO VARIANTS

ECHO Basic™

Persistent ECHO™

ECHO Basic™

 Provides a systematic, single-model approach compatible across platforms, including Copilot, ChatGPT and Claude, focusing on the four ECHO pillars to ensure consistent, reliable prompt engineering. 

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ECHO+™

Persistent ECHO™

ECHO Basic™

 Extends ECHO Basic™ with multi-model workflows, audience mapping and advanced verification, optimising use of Perplexity, Claude and ChatGPT for decision-grade, audit-compliant outputs. 

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Persistent ECHO™

Persistent ECHO™

Persistent ECHO™

 Augments ECHO+™ with persistent knowledge bases, multimedia processing and continuous monitoring, delivering enterprise-grade intelligence with comprehensive audit trails. 

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Dynamic ECHO™

Persistent ECHO™

Persistent ECHO™

In development: Incorporating real-time API connectivity, automated workflows, predictive analytics and advanced dashboards for seamless, proactive business intelligence. 

Learn more

FREE DOWNLOADS

ECHO (pdf)

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ECHO+ (pdf)

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CONTACT US

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FREE DOWNLOADS

ECHO (pdf)

Download

ECHO+ (pdf)

Download

The ECHO Framework™

Prompt engineering by Eye For Business (Eye4B)

  • Home
  • AI prompting: overview
  • The ECHO Framework
  • AI assurance: overview
  • Human-led AI: overview
  • Training: overview
  • Eye For Business

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