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Executive Brief
Selecting, executing, and measuring AI use cases is where strategy meets production. Pillar 5 provides the selection framework, the ROAI 4-Quadrant model, and the measurement discipline that separate sustained value from demonstration projects.
22 May 2026
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10 min read
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By Advanta Research
---
title: “Pillar 5 — Use Cases, Execution & Measurement”
slug: “blueprint-2026-ch9-pillar-5-use-cases”
type: “Executive Brief”
excerpt: “Selecting, executing, and measuring AI use cases is where strategy meets production. Pillar 5 provides the selection framework, the ROAI 4-Quadrant model, and the measurement discipline that separate sustained value from demonstration projects.”
readTime: “10 min read”
publishedAt: “2026-07-20T09:00:00.000Z”
authorName: “Advanta Research”
status: “draft”
About Advanta Research
Advanta Research produces evidence-based analysis on legal AI transformation, governance, and operations.
Key Takeaways
Pillar 5 replaces novelty- and convenience-driven AI pilots with a structured, defensible use case selection framework.
Each use case is scored on strategic alignment, risk reduction potential, ROAI potential, and governance readiness before approval.
The ROAI 4-Quadrant model (efficiency, risk, quality, strategic capability) anchors both value measurement and board reporting.
An execution operating model defines accountable roles, testing, go-live criteria, incident response, and decommission rules for every use case.
Quarterly measurement and reporting against ROAI targets link active use cases to the Legal AI Maturity Stack and board oversight.
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