What it takes to turn AI adoption into firm-wide change – Harvey

The key conditions that determine whether AI-led transformation is successful.

Xperate

Across many law firms, AI is already being used in substantive, client-facing work. But turning that usage into consistent, firm-wide impact remains a challenge. What separates firms that are seeing early success from those where adoption stalls is not the quality of the tools, but whether AI becomes embedded in how work is actually done.

A consistent pattern emerges in firms that are making the most progress. Adoption begins to scale when it is supported by a set of organizational conditions that reinforce one another.

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At Harvey, we’re transforming how legal and professional services operate end-to-end — and we’re just getting started.