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TI-105Ratifiedv1.0
AI Return on Intelligence™ (AROI™)
- Published
- June 23, 2026
- Author
- Stephen F. Leider
- Publisher
- Leider Capital
- Canonical URL
- lensanalysis.com/constitution/ti-105
- Part of
- Constitution of Transformation Intelligence™
- Lens URI
- lens://constitution/ti-105
Principle
AI value should be measured by realized intelligence conversion, not model usage.
Definition
AROI™ measures the return generated from AI-enabled intelligence, including decision quality, execution acceleration, cost reduction, learning velocity, and value realization.
Operating Law
AI creates enterprise value only when intelligence is converted into better decisions, faster execution, or measurable outcomes.
Implications
- 1.Usage metrics are insufficient.
- 2.AI ROI must include adoption, decision impact, and operational evidence.
- 3.AROI™ separates AI theater from AI transformation.
- 4.Organizations need AI outcome infrastructure.
Related Principles
Citation
Leider, Stephen F. "AI Return on Intelligence™ (AROI™)." Constitution of Transformation Intelligence™, TI-105, Version 1.0, Leider Capital, June 23, 2026. Lens URI: lens://constitution/ti-105. Canonical URL: https://lensanalysis.com/constitution/ti-105.