The ECHO Basic Framework™
Expertise
Expertise
Expertise
Defines the AI's role, scope and boundaries, ensuring every response remains task-relevant and avoids ambiguity
Context
Expertise
Expertise
Specifies precise business scenarios and constraints, directly guiding the AI to actionable, situation-appropriate answers
How
Expertise
Output
Lays out a stepwise methodology, enforcing logical, transparent analysis while preventing inconsistent or unverified outputs
Output
Expertise
Output
Mandates structured deliverables with embedded audit trails and accountability for effective business and compliance use