Q1 Productivity — Summary
Q1 Productivity is the direct, measurable operational gain from an AI capability. It focuses on:
- Labour-time savings (hours removed from a workflow)
- Throughput increases (more work units per unit time)
Canonical ROAI return category 1 of 4. Time saved per matter, throughput per lawyer, capacity freed for higher-value work. Typically the smallest of the four return categories (15–30% of total ROAI). Visible at the first quarterly review — the shortest time horizon. The CFO's question on the dashboard.
Q1 Productivity is the direct, measurable operational gain from an AI capability. It focuses on:
Module Library
VAL-01
ROAI Matrix Framework
Measure and demonstrate the return on AI investment across four value dimensions — operational, financial, cultural, and strategic — with direct linkage to the DPS Defensibility lens.
MEA-07
ROAI Telemetry
Tracks and visualises ROAI across four value dimensions — operational, financial, client, and strategic — to justify and optimise AI investment in legal departments.