The legal industry is moving past experimental AI testing and into full-scale operational systems, according to the Harvey FORUM New York. This shift is reshaping how legal work gets done and how firms manage technology. What began as scattered pilot projects has become an industry-wide push to deploy AI across entire organizations.
Forum Reveals Sector-Wide Shift
The Harvey FORUM New York underscored that law firms aren't just testing AI tools anymore. They're building them into core operations. What worked in small-scale trials now faces real-world pressure in daily workflows. Firms are making AI a standard part of their infrastructure, not an add-on. This isn't limited to a few forward-thinking firms—it's becoming the norm across the sector.
Workflows Get a Tech Overhaul
Legal workflows are changing as AI moves from pilot to production. Routine tasks that once consumed hours now run differently. The forum highlighted how document review, research, and drafting are being handled through scaled systems. But these changes aren't uniform—each firm adapts differently based on their practice areas and client needs. The old way of doing things is fading as operational AI sets new standards.
Governance Structures Evolve
Governance can't stay the same when AI scales up. The forum noted that firms are retooling how they oversee these systems. New protocols for data handling, ethics, and accountability are taking shape. Legal teams now work closely with tech and compliance to manage risks they didn't face during pilot phases. This reshuffling of responsibility is still messy but necessary.
What Happens Next?
The industry won't revert to pilot-only approaches. Firms will keep expanding AI as systems prove useful. But how exactly these scaled deployments affect client billing, lawyer roles, and regulatory compliance remains unclear. The transition is ongoing with no finish line in sight.
