PE, MSOs, and AI: The New Operating Model for Law Firms

Key TakeawaysAI market fear is real, but adoption momentum remains strong. Despite volatility and uncertainty, firms are unlikely to stop investing in AI.Innovation is leveling the playing field. Smaller legal tech companies can move faster, reach market quickly with limited sales resources, and win customers by solving specific, high-value problems—especially where larger vendors have over-focused on large law and enterprise.Firms are pursuing outside capital to fund differentiation. A major driver is the need to invest in technology and talent to compete in an increasingly commoditized market, defined by growth, profitability, and improved client service.Management Services Organization (MSO) structures are trying to balance capital and ethics. The MSO model helps “wall off” the learned profession—protecting duties like loyalty to clients—while still enabling meaningful investment in tech, expansion, and acquisitions.MSOs resemble outsourcing—strategically. The model can let law firms focus on their strengths while externalized services handle operational burdens.Other countries offer a preview of what’s possible. In markets where rules were liberalized earlier, Scott notes there are likely 15–20 PE-backed or public-company law firms in the UK, and 10–20 in Australia.Ownership separation is the key structural safeguard. The practicing law entity is owned only by lawyers, while a separate services organization sits alongside it—designed so third parties do not own the legal practice itself.Access to justice remains an opportunity area. Newer offerings can target unmet needs (e.g., lower-cost options for straightforward legal matters) that have often been underservedGuest BioGuest NotesAs a Co-CEO & Managing Director in New York, Scott brings over 25 years of M&A, capital markets and operating experience working with global organizations in the business information, technology, news distribution and B2B media industries. Scott has deep experience working with software, data and tech-enabled services businesses across the Legal, Compliance, Public Relations and Investor Relations verticals. Prior to joining JEGI LEONIS, Scott led Bloomberg’s legal market business, UBM Tech’s media, data & marketing services business and was general counsel and global co-head of M&A for UBM. Scott earned his BA from Williams College, and his JD degree from Fordham University School of Law. He is a member of the Board of Directors of Pro Bono Net, a nonprofit organization focused on using technology and innovation to close the access to justice gap.