Mar 19, 2026
For the final installment of our LawNext on Location series, Bob heads across the bay, from San Francisco to Oakland, to the headquarters of e-discovery company Everlaw, where he sits down with founder and CEO AJ Shankar for a conversation about technology, AI and being in it for the long game.
AJ grew up in Connecticut, came west in 2002 for a computer science PhD at UC Berkeley, and has lived within a few blocks of the Berkeley campus ever since. He stumbled into the legal industry almost by accident — recruited to serve as a technical expert in litigation involving how the internet worked — and quickly realized that the legal world was home to some of the most technically fascinating and underserved problems he'd ever encountered. He never left.
AJ had a prior startup, a computer vision company that was acquired, before launching Everlaw in 2011. The company was cloud-native and ML-infused from the start, built on the conviction, AJ says, that there's no single way to find the needle in a discovery haystack, and that building a genuinely useful litigation platform requires solving for collaboration, ease of use and scalability all at once.
The bulk of the conversation focuses on generative AI, and how Everlaw has approached it differently than much of the market. Rather than bolting on a chatbot, AJ says, Everlaw embedded AI deliberately throughout the platform — document summarization, coding suggestions, deposition analysis, fact extraction — always grounding responses in the actual documents at hand and citing sources so users can verify the work. The December launch of Deep Dive, which lets litigators pose a question and get a synthesized, cited answer drawn from an entire document corpus in about a minute, is the feature AJ calls a "new era" for discovery — one he genuinely believes represents a categorical shift.
As Everlaw continues to grow, it also remains independent, with no private equity and no outside majority owners. As for AJ, he says he is in it for the long game, and has never included an exit slide in a fundraising deck.
This episode of LawNext is generously made possible by our sponsors. We appreciate their support and hope you will check them out.
Paradigm, home to the practice management platforms PracticePanther, Bill4Time, MerusCase and LollyLaw; the e-payments platform Headnote; and the legal accounting software TrustBooks.
Briefpoint, eliminating routine discovery response and request drafting tasks so you can focus on drafting what matters (or just make it home for dinner).
Chapters
00:00 Introduction and Setting the Scene
03:23 The Journey to Founding Everlaw
08:36 The Evolution of Everlaw's Technology
11:06 Incorporating Generative AI into Legal Processes
14:04 Deep Dive: A New Era in Discovery
19:17 Transformative Experiences in Legal Discovery
22:27 Previewing Innovations at Legal Week
25:03 Understanding AI's Limitations in Legal Contexts
28:11 Navigating Hype in Legal Technology
30:47 The Impact of Foundation Models on Legal Software
34:36 Future Vision for Everlaw and Legal Tech
38:13 Closing Thoughts and Company Philosophy
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