EP-071Decision FrameworkSame 7-step process · every recommendation · no exceptions

Decision Framework™

Standardized methodology for how AIR AI generates recommendations. Every recommendation follows the same transparent decision process — Observe, Understand, Analyze, Generate Options, Evaluate, Explain, Recommend. No recommendation may bypass the framework. Recommendations inform executive decisions; humans decide and execute.

Decision types

Framework steps

Options generated

Confidence

—

Decision type

Acquisition

Buy / bid / assemble

Question

What is being decided

Context

Facts, evidence, current state

Constraints & criteria

Boundaries

ConstraintsSuccess criteria

Recommendation

Run the framework to populate

Choose a decision type, state the question, paste the context, and press Run. AIREx executes all 7 steps and returns a transparent recommendation with evidence, reasoning, alternatives, and next steps.