Operational autonomy, human control, and proportionate accountability in law firms and SMEs.
Analysis of the Kolab empirical study (115 hours of screen recording, 50 professionals, 40 occupations, 508 steps, and +90 applications) and 3 lessons for law firms, SMEs, and the public sector.
Legal-operational analysis of Implementing Decision (UE) 2026/2274 (DOUE-L-2026-81573 · OJ:L_202602274 · CELEX 32026D2274) and its intersection with Flash Eurobarometer 578 data for law firms and SMEs in Spain.
What changes when we stop confusing accumulating technical records with being able to demonstrate applied professional diligence.
Why autonomy is not a global property of the tool, but a governance decision about each specific operation.
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