Harvey CEO Winston Weinberg on expanding beyond big law as 41% of revenue now comes from corporates

Summary

Harvey has crossed a meaningful revenue diversification threshold, with 41% of revenue now coming from corporate clients rather than law firms — a signal that the company's expansion beyond big law is gaining real traction. CEO and co-founder Winston Weinberg frames this shift as deliberate, positioning Harvey as an operating system for all lawyers rather than just a tool for large firms. Fortune 500 in-house legal teams represent the fastest-growing segment of the business.

Founded roughly three and a half years ago, Harvey initially focused on large law firms before expanding into corporate legal departments and mid-market clients. Weinberg attributes recent acceleration to two compounding factors: improvements in underlying model reasoning capability, and Harvey's own progress in orchestrating the right context for specific legal tasks. The product challenge, as he describes it, is essentially building a system that can autonomously decompose complex legal matters into sub-tasks — replicating how a senior partner delegates to associates.

On the consumer and access-to-justice side, Harvey is already operational in Singapore, where citizens filing claims below SGD 20,000 can use the platform to prepare submissions, with magistrate judges using it on the review side as well. Weinberg frames a longer-term vision where both parties in a dispute consent to Harvey-assisted adjudication with binding outcomes — a direct response to what he calls the core access problem: the average US lawyer charges $353 per hour, and courts are severely backlogged.

Harvey has penetrated approximately 15 of the top 20 US law schools through a formal academic program, building pipeline into the next generation of practitioners. Weinberg argues AI won't hollow out the legal profession but will shift attorney time toward high-value work — client advising, deal-making, trial work — and away from document generation, which he sees as consistent with why people pursue law careers in the first place.

On the question of total legal spend, Weinberg is candid that overall bills are unlikely to shrink dramatically. Routine document work will cost less, but demand for higher-order legal judgment will absorb that savings. The net effect is a reallocation of spend across line items rather than a structural reduction in total outlay. The more immediate near-term opportunity he identifies is on the transactional side, where both deal parties have aligned incentives to move quickly and AI-assisted drafting and review can compress timelines without requiring systemic court reform.