Legal Technology

The legal tech M&A headlines of mid-2026 have a suspiciously uniform shape: AI-native vendor acquires practice management platform, or CLM incumbent absorbs an AI drafting tool, or an e-billing provider merges with a contract intelligence startup. The press releases all say the same thing —...

As of mid-2026, the U.S. legal profession finds itself in a familiar posture: regulation trailing technology by a margin wide enough to drive a hallucinating large language model through. Fewer than a dozen states have formally amended their competency frameworks to explicitly incorporate AI literacy...

Methodology: Interview-based fieldwork, 34 law firms and corporate legal departments | Job posting corpus analysis, January 2025–June 2026

The debate over AI in litigation has focused almost entirely on judges — their standing orders, their sanctions, their public statements. This briefing redirects attention to the professionals who actually read most of what gets filed in federal court: law clerks. As the primary pre-screening...

Prepared for General Counsel, Managing Partners, Legal Ethics Counsel, Legal Operations Directors, and Bar Association Professional Responsibility Committees

Vendor lock-in has always been a feature of enterprise software procurement. What is different about legal AI is the speed at which dependency compounds, the opacity of data architecture, and the near-total absence of institutional exit planning. Based on practitioner interviews conducted between January and...

The first wave of enterprise legal AI deployments — rushed into production between 2023 and 2024 as firms scrambled to demonstrate AI competency to clients and boards — is now producing a second-order problem: lock-in. Legal operations directors, law firm COOs, and general counsel who...

The legal technology sector entered 2026 riding a wave of investor conviction that has survived the broader venture capital contraction remarkably well. While total VC deployment across technology sectors declined roughly 18% from peak 2021 levels, legal tech demonstrated unusual resilience, with global investment holding...

The global e-discovery market crossed $17.3 billion in 2025 and is tracking toward $21 billion by 2027, according to projections from Grand View Research and corroborating estimates from MarketsandMarkets. That growth rate — roughly 11% CAGR — has held remarkably steady despite macroeconomic volatility, primarily...

The promise of legal technology has always carried an implicit assumption: that efficiency gains would flow equally across the profession, democratizing access to sophisticated tools regardless of firm size. That assumption has not held. While Am Law 100 firms have deployed AI-assisted contract review platforms,...

Corporate legal departments are no longer reluctant technology adopters. After years of being perennial laggards relative to their law firm counterparts, in-house teams have accelerated their technology investment at a pace that would have seemed implausible five years ago. The convergence of generative AI maturity,...