BARBRI Research: No Firm Has Built the AI Competency Framework KM Needs to Anchor

BARBRI's August 6 research — 10 leaders across 9 law firms, from Am Law 100 to tech-enabled models outside the traditional structure — found that no participating firm has built the AI competency framework its associate pipeline needs. Innovation, L&D, and KM teams are described as "either elbowing for the same territory or nobody owns it at all." Firms know who activated AI tools but almost none can track who changed the way they work, because measuring behaviour change requires dedicated ownership, data infrastructure, and a governance model that the billable hour actively discourages. For KM directors, this is both a competitive threat and a strategic opening: the operating model gap is real, it is documented at the most senior firm level, and it belongs to whoever claims it first. KM teams that reframe their function as the measurement and capability layer for AI adoption — not merely the precedent retrieval service — have organisational justification that the research now supports.