Legal Operations AI: Lessons From Three Years of Implementation
When our firm first explored artificial intelligence for legal operations three years ago, we had no idea how fundamentally it would reshape our practice. Like many mid-sized corporate law practices handling M&A transactions, securities work, and commercial litigation, we were drowning in document review, struggling with matter management inefficiencies, and watching our billable hours consumed by tasks that generated little client value. The promise of automation felt simultaneously exciting and threatening — would technology truly augment our capabilities, or simply add another layer of complexity to already demanding workflows? The journey from skepticism to integration taught us invaluable lessons about Legal Operations AI that no vendor pitch or white paper could have conveyed. Our experience mirrors what firms like Baker McKenzie and Latham & Watkins discovered during their own digital transformation initiatives: implementation success depends less on the technology itse...