Anchor Essay
ROAI — Return on AI in Legal Functions
ROAI is the four-quadrant return framework for AI investment in legal functions. The traditional return-on-investment conversation, focused on time saved per task and cost per matter, captures one of the four quadrants and misses three. The four quadrants are productivity value, Defensibility value, institutional value, and category positioning value. Productivity is the most easily measured and most easily overstated, typically fifteen to thirty percent of total ROAI. Defensibility value (avoided regulatory exposure, avoided incidents, audit readiness) is typically the largest single quadrant, forty to sixty percent of total ROAI for institutional legal functions. Institutional value is the multi-year compounding quadrant that determines budget over the long horizon. Category positioning value rewards early action steeply. Functions that present single-quadrant cases to boards lose to fuller-frame cases at every funding cycle. The four-quadrant frame is the case the board sees.