The ECHO FRAMEWORK
The ECHO FRAMEWORK
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    • AI prompting: overview
    • 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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    • Training: overview
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    • Home
    • ECHO™
      • AI prompting: overview
      • The ECHO Framework™
      • ECHO Basic™
      • ECHO+™
      • 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+™
    • 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
Foundation methodology

The ECHO Framework™: AI to reduce risks for SMEs

78% of organisations now use AI, yet most lack systematic implementation approaches. The ECHO Framework™ delivers structured prompt engineering to reduce the risk of AI failures through a proven, best-practice approach to expertise definition, context specification, methodology and output requirements. 

The ECHO Framework™

SMEs struggle with AI interaction complexity

Effective AI utilisation requires systematic prompt structure, yet most SMEs approach AI through trial-and-error methods. Complex prompt requirements overwhelm teams lacking technical expertise, limiting competitive advantage. 

Structured approach simplifying prompt complexity

The ECHO Framework™ provides systematic prompt engineering through four logical pillars: Expertise, Context, How and Output. This methodology transforms chaotic AI interactions into consistent, repeatable processes generating improved business outputs. 

Progressive capability development

ECHO Basic™ provides single-model foundation compatible across platforms. ECHO+™ enables multi-model workflows with advanced verification. Persistent ECHO™ integrates knowledge bases. Dynamic ECHO™ incorporates real-time connectivity.

SME application benefits

 The ECHO Framework™ aims to enable teams to structure AI interactions logically, reducing complexity and overwhelm. This systematic approach builds internal capacity while delivering consistent outputs, supporting better business decision-making and competitive positioning. 

The ECHO Framework™

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 and real-time alerts. 

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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. 

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Free downloads

ECHO (pdf)

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ECHO+ (pdf)

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Eye For Business (www.eye4b.com)

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

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