Two Legal AI Rivals Move to Control the Work Before Law Firms See It

A legal department’s most consequential decision may occur before it calls a law firm. Someone in procurement needs a contract cleared; a manager asks whether a proposed policy is permissible. Whoever controls that first request increasingly influences whether outside counsel receives a matter at all. Two legal-technology companies have now moved to occupy that position, unveiling remarkably similar products within a day of each other.

The Same Name, the Same Door

On October 13, Legora introduced Intake, an AI-assisted entry point for corporate legal teams, initially available through Slack. The next day, Harvey presented a product also called Intake. Law360 Pulse covered the back-to-back announcements as competing launches aimed at in-house legal departments, reflecting a contest over how legal work is received and managed, rather than simply how lawyers draft documents.

Legora’s system collects incomplete requests, asks for missing information and assigns a task before preparing work under the department’s approved instructions. In its announcement, the company said lawyers could "review a first draft rather than start from a blank page." By default, a lawyer reviews the result; departments may authorize automated responses for specified routine matters.

The launch puts a mundane workflow—the request that might otherwise sit in an inbox—at the center of the legal-technology business. Legora’s chief product officer, Bryan Tsao, has emphasized improving the efficiency of the entire legal department rather than merely accelerating individual lawyers.

Who Owns the First Conversation?

Harvey’s version reaches into email, Slack, Jira and other systems, then routes requests to an approved agent, specialist tool or lawyer. Its product materials describe contract reviews continuing through negotiation and renewal, with a record of automated work and human approval. Seena Ghebleh, senior corporate counsel at Carvana, is identified as a design partner; Harvey describes her use case as obtaining preliminary reviews even when counsel is occupied.

For law firms, the uncomfortable possibility is that a client’s intake system becomes the first interpreter of legal demand. It can decide that an ordinary nondisclosure agreement belongs inside the company, while a regulatory dispute merits an external specialist. That does not mean software has displaced legal judgment. It means the decision about when to purchase it may be made earlier, against standardized rules.

Client portability changes accordingly. A respected partner may retain a general counsel’s confidence after changing firms, but access to routine work could depend increasingly on approved-provider lists, structured matter data and purchasing rules embedded in software. The relationship remains personal; the channel through which it produces instructions becomes institutional.

The Middle-Market Test

For founders of midsize practices, the response is not to imitate the budgets of global firms. Those firms have broad specialist teams and extensive support infrastructure. A pure boutique can offer unusually direct expertise and lean overhead, but may lack capacity when a corporate request spans several disciplines. A midsize firm can compete between them if it makes the boundary between routine processing and sophisticated advice visible.

That requires more than buying an AI subscription. Partners should distinguish predictable work suitable for a fixed fee from matters whose complexity warrants a different structure, give clients clear escalation routes and measure the true cost of junior review, supervision and technology. Eliminating repetitive hours can reduce overhead, but it can also remove associate revenue that once subsidized the partnership.

Neither launch establishes that clients will cut outside-counsel budgets, or that automated routing will select the best lawyer. Those results require evidence. But the commercial question has shifted: not merely which firm can do the work, but who decides that the work needs a firm. For smaller partnerships, the next competitive advantage may begin at the client’s front door, before any engagement letter is drafted.