advanta

HomeGlossaryFramework

Framework

Framework

P5

ROAI 4-Quadrant

Audience

GC / CLOLegal OperationsFounders / Innovators

DEFINITION

The canonical value lens for measuring and communicating Return on AI Investment in legal functions. The 4-Quadrant maps outcomes across four dimensions: efficiency, quality, risk reduction, and strategic value. 'ROI' alone is forbidden in AI contexts; 'ROI 4-Quadrant' and 'Value 4-Quadrant' are forbidden synonyms. ROAI (Return on AI Investment) is the canonical term.

Detailed Explanation

ROAI 4-Quadrant (Summary)

The ROAI 4-Quadrant is the canonical visual for the ROAI 4-Category Framework. It plots each AI capability on two axes:

  • Realised value: low → high
  • Durability: transient → durable

The four quadrants correspond to four return-on-AI categories:

  • Q1 – Productivity (low durability, value visible quickly)
  • Q2 – Defensibility (high durability, value visible externally)
  • Q3 – Institutional (high durability, value visible internally)
  • Q4 – Category Positioning (highest durability, value visible to the market)

A mature programme expects capabilities to move across quadrants over 3–5 years: Q1 gains appear first; Q3 capability builds slowly; Q2 evidence compounds with operation; Q4 positioning crystallises last.

Production and Governance

  • Source data: Per-capability, per-quarter ROAI 4-Category Framework readouts.
  • Authorship: Governance pillar, with AI Council sign-off per the AI Governance Charter (GOV-01).
  • Audiences: AI Council, board, senior leadership, and (redacted) external observers such as supervisors and major clients.
  • Cadence: Quarterly under GOV-15; annually under STR-07.

The 4-Quadrant is a governance instrument, not a marketing asset.

Quick Facts

Term Type

Framework

Category

Framework

Related Pillar

P5 · Use Cases

Governance

Methodology
v2026.1

Explore Glossary

← All Terms