Thomson Reuters 2026 AI Strategy Report: KM Infrastructure Must Precede Tool Selection

Thomson Reuters published its 2026 State of AI report with a clear directive for firm leadership: the next action on AI is not announcing a strategy but building the systems that make strategy usable. The report identifies four prerequisites — practice-level commercial opportunity mapping, firm-wide adoption infrastructure (training, accuracy standards, feedback loops), client conversation readiness, and value-based measurement that goes beyond hours saved. For KM directors, this framing positions knowledge infrastructure as a precondition for AI strategy rather than a downstream concern: precedent libraries, playbooks, clause libraries, and matter data architecture are the retrieval substrate that determines AI output quality, and teams that have not established them are blocking firm-wide AI value at the source.