Law firms are racing to adopt artificial intelligence tools—but the move from pilot projects and individual experimentation to firm‑wide, governed production deployments remains the exception rather than the rule, driven less by model capability than by the legal profession’s special duties...
ai in law
bar guidance
change management
clause extraction
client confidentiality
compliance
contract review
data privacy
ediscovery
enterprise controls
governance
hallucinations
human in the loop
law firms
logs and auditability
microsoft 365 copilot
privacy and security
procurement
professionalresponsibility
vendor maturity
Law firms are experimenting with artificial intelligence at a rapid clip, but according to recent reporting and industry surveys, widespread, fully governed production deployments remain the exception rather than the rule—a reality shaped less by technical immaturity than by ethical, regulatory...
ai governance
ai in law
ai risk
artificial intelligence
audit logs
auditable logs
bar guidance
change management
clause extraction
client confidentiality
compliance
confidentiality
contract review
data confidentiality
data handling
data privacy
data security
dlp
ediscovery
enterprise controls
governance
governance roadmap
hallucinations
human in the loop
law firm ai
law firms
legal tech
logs and auditability
mfa
microsoft 365 copilot
privacy and security
procurement
professional ethics
professionalresponsibility
prompt engineering
prompt hygiene
rbac
risk management
sso
training
vendor attestations
vendor maturity
vendor risk
windows 365
