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Back to Building Legal Agents When You Can't See the Data - Jacob Lauritzen, CTO of Legora, with Jacob Lauritzen.

Why Do Law Firms Use a Partnership Model?

Jacob Lauritzen says a law firm partnership exists because the only capital law firms have is human capital. In professional services, including consultancies, the value sits in the people. A manufacturer or a software firm can hold physical assets or intangible assets that pay dividends to shareholders. A firm cannot own its people, because slavery is abolished. It can pay them, which rents their time. A partnership makes the human capital the owner of the company so the people stay.

He gave the question real thought last week. The partnership does not have to change. What he wants is for lawyers and law firms to build intangible, durable capital. A system can learn how a firm works. The way of working can be codified into a self-improving knowledge graph, precedent files, and documents, so a repeatable method produces strong output. The result can be the firm's IP: human expertise and judgment stored in a system. Helping firms build that asset is work he wants to empower.

The incentives are the obstacle. In a partnership, the reward comes from bringing in more clients, under an eat-what-you-kill system or lockstep pay. Time spent writing down how the work is done takes time away from bringing in clients. Partners need a reason to codify the work and build an asset for the company. Right now they have none, because once they leave the partnership they receive no dividends from the assets they built. The reward structure needs to change a little.

Transcript

Building Legal Agents When You Can't See the Data - Jacob Lauritzen, CTO of Legora ·

Latent Space: The AI Engineer Podcast

More from this episode

  1. How Does Legora Test a New AI Model on Legal Work?Jacob Lauritzen says Legora scores a new model on a heatmap of practice areas and tasks, because a release often gets better at some legal work and worse at…
  2. Are AI Tools Replacing Junior Lawyers?Jacob Lauritzen says no. Legora is not seeing paralegals and junior lawyers disappear.
  3. Why Would Law Firms Adopt AI If They Bill by the Hour?Jacob Lauritzen says large firms are adopting AI because the hourly model is already under competitive pressure, not because billing by the hour rewards speed.
  4. How Quickly Do American Customers Move on Legora?Jacob Lauritzen says European customers have been slower to move on Legora, while American customers move quickly and keep the work high on the agenda.
  5. How Does Legora Test AI Agents Without Seeing Client Data?Jacob Lauritzen says Legora tests its agents on stand-in matters and on coarse labels, because the company cannot read a trace of what the agent did for a…
  6. Why Does Legora Have to Run on Azure?Jacob Lauritzen says Legora had to host everything on Azure because client law firms already treated Microsoft as an approved vendor.
  7. How Does Legora Run a Contract Due Diligence?Jacob Lauritzen says Legora Tabular Review is a spreadsheet for due diligence: one row per contract, one column per question, and every cell filled in from…
  8. Do Legora Forward Deployed Engineers See Client Data?Jacob Lauritzen says no. Forward deployed engineers build the system around a client's workflows, and they still do not touch the matter data.
  9. Does Legora Offer Its Whole Product as an API?Jacob Lauritzen says no. Legora is not offering the whole web app as an API.
  10. Why Did Legora Stop Trying to Stay at 20 Engineers?Jacob Lauritzen says staying at 20 engineers would lose the deals. Legora is in fierce competition, and clients ask for more than a tiny team can ship.

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