NetDocuments CEO Josh Baxter believes the document management system is becoming something even greater — a law firm’s organizational intelligence layer. As lawyers increasingly do their work inside AI tools such as Claude, Harvey, Legora and ChatGPT, Baxter says NetDocuments’ job is to build and preserve the firm’s context, then make it accessible through whatever interface the user chooses. He even acknowledges that the DMS may eventually become “headless.”

In this episode, recorded live at NetDocuments’ Inspire conference in Orlando, host Bob Ambrogi and Baxter, who joined the company as president in 2017 and became CEO the following year, discuss how AI is reshaping both the company and the legal market. Baxter lays out his three-layer view of legal AI: the models, which NetDocuments does not build; the “harness,” which users will swap at will; and the organizational data and context, which he argues is the layer that will endure. He describes how NetDocuments’ document intelligence pipeline, semantic embeddings, and context graph aim to capture not just what is in a firm’s documents, but how its lawyers negotiated and reached outcomes, even after the partner who handled a matter has retired.

Baxter also shares the results of NetDocuments’ internal benchmarking, which found that running AI work against its context graph cuts token costs by roughly half, with savings reaching about 70% on the most expensive models. He discusses where AI pricing is headed (a predictable base plus consumption), why the company still invested two years in a new user interface, and what distinguishes successful AI deployments from those that stall.

Along the way, Baxter makes NetDocuments’ case against competitors, describes recent wins among Fortune 100 companies and AmLaw 200 firms, and reports month-over-month AI usage growth of 40% to 50% on the platform. He also explains how Claude Code transformed his engineering team, which built a tabular review feature in three months with one team instead of the 12 months and multiple teams originally scoped, and why that has made him more excited than worried about the so-called “SaaSpocalypse.”

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Photo of Bob Ambrogi Bob Ambrogi

Bob is a lawyer, veteran legal journalist, and award-winning blogger and podcaster. In 2011, he was named to the inaugural Fastcase 50, honoring “the law’s smartest, most courageous innovators, techies, visionaries and leaders.” Earlier in his career, he was editor-in-chief of several legal publications, including The National Law Journal, and editorial director of ALM’s Litigation Services Division.