Inhouse Embraces AI…And Does Little With It
Inhouse legal teams widely use AI tools, but only about 2% fully integrate them, limiting overall impact due to organizational and cultural barriers.Summary
A LegalOn survey reveals that while 92% of in‑house legal teams now employ AI tools, adoption remains shallow: over half (54.9%) are still experimenting, 26.5% have begun standardising prompts and workflows, and just 8.8% have achieved connected knowledge. Only a tiny fraction (2%) report full‑scale workflow support across intake, triage, contract work and post‑signature insight. Although a few standout teams have cut outside‑counsel spend dramatically, these are outliers; the broader market is still in the early stages. The data highlights a scale problem—large enterprises and global operations dilute the impact of success stories—and points to deeper organisational hurdles. Cultural inertia, fragmented systems, lack of enterprise‑wide strategy and a chicken‑and‑egg dilemma between AI capability and structural change keep most deployments at the “desk‑level” where they deliver quick wins but not transformative value. The article concludes that the biggest obstacle today is not the technology itself but the organisational culture that must evolve to unlock AI’s full potential.
(Source：Artificial Lawyer Legal Technology Blog)