Legora and Laurel tie AI work to time entries and future ROI measures

On October 13, 2026, Legora and Laurel announced a partnership under which Laurel will turn work completed in Legora into matter-attributed time entries for lawyer review, with a later phase intended to develop joint measures of AI usage and value. The first phase addresses revenue leakage and the unbillable effort of reconstructing timesheets, while the proposed second phase would connect activity data to AI investment decisions. For operators, the integration shows how AI platforms can move from productivity claims toward evidence embedded in a firm’s financial workflow. The harder design question will be attribution: a credible ROI model must distinguish time captured from time saved, account for review and rework, and avoid treating more recorded activity as proof of better client value.