When our mid-sized law firm first considered implementing artificial intelligence for case research in 2021, the senior partners expressed skepticism that bordered on resistance. Fast forward to today, and that same technology has fundamentally transformed how we approach discovery, precedent analysis, and client service delivery. The journey from hesitation to adoption taught us invaluable lessons about integrating intelligent systems into legal practice—lessons that extend far beyond mere technology deployment. The transformation didn't happen overnight. Our initial exploration of AI for Legal Research began with a single pilot project in our corporate litigation department. We selected a complex antitrust case involving thousands of documents and decades of precedent. The traditional approach would have required junior associates to spend hundreds of billable hours conducting manual research. Instead, we deployed an AI-powered research platform to handle the bulk of the prelimi...