Key Takeaways

  • Law firms rely on partnership equity to retain human capital because individual attorneys were historically the firm's only productive asset.
  • Legora CTO Jacob Lauritzen argues that legal AI enables firms to build durable intellectual property, but existing partnership agreements fail to reward partners who codify their workflows.
  • Partners who exit a firm receive zero ongoing dividends from the software systems they helped build, creating a disincentive to automate.
  • US firms are already unbundling the billable hour, shifting commoditized tasks like document review to flat project fees while keeping hourly rates for high-stakes advisory work.

The Partnership Model Was Built for Mortal Assets

For more than a century, law firms had one asset: brains. If an attorney walked out the door, the firm's balance sheet walked out with them. The partnership structure solved that retention problem by tying equity to active employment.

As Lauritzen explains, “the partnership model kind of exists because the only type of capital that these companies have is human capital... partnerships essentially is a structure where you make the human capital the owners of the company so that they stay.” (play from 14:24)

In that world, capital cannot be separated from the worker. When a partner leaves, their equity terminates, and profits flow to the people still working the desks. That structure worked when work was purely labor. Generative models break that logic by letting a firm codify institutional knowledge into software that operates without the person who taught it.

The Dividend Problem in Legal AI

Software allows a law firm to build intangible, durable capital for the first time. Legora is building systems designed to capture how a firm works and turn repetitive legal judgment into software assets. But traditional firm incentives directly oppose that goal.

“We need to figure out an incentive structure or partnerships partners are incentivized to codify things for to build an asset for the company,” (play from 16:15) Lauritzen points out. “Right now they aren't cuz as soon as they leave the partnership they don't get any dividends from the assets that they built.” (play from 16:23)

Ask a senior partner to spend three months training AI agents to run merger diligence, and you are asking them to sabotage their immediate income. Under hourly billing, faster software reduces billable time today. Under current partnership deeds, the durable value created belongs entirely to the firm after the partner retires. The economic incentive is to keep the process manual, slow, and tied to personal billable hours until the day they leave.

Why the Billable Hour Breaks from the Bottom Up

Legal technology historically failed to get traction because efficiency punished the firm. As Lauritzen puts it: “legal tech has never been a thing because like there's no incentive for lawyers to to why would they be more efficient? They earn less money. Like it doesn't make any sense.” (play from 18:56)

The billable hour is not dying everywhere at once; it is eroding from the bottom up. US firms are already moving away from hourly rates on low-complexity, high-volume tasks because corporate clients refuse to pay senior rates for work software can finish in minutes.

“We're already seeing that particular in the US that a bunch of stuff is actually being priced on like a project fee and not on an hour fee,” (play from 19:20) Lauritzen notes. “Particularly the like sort of lower end stuff on the spectrum like whatever it is like small reviews.” (play from 19:27)

When a task moves to a fixed project fee, speed flips from a financial penalty to a margin driver. A firm that uses automated workflows to complete a contract review in fifteen minutes keeps the full project fee, while a firm billing hourly loses revenue. High-stakes advisory work and courtroom defense will keep hourly pricing, but routine legal production is becoming software with software margins.

What to Do With This

If you sell AI tools to professional services firms, stop pitching time savings to partners who bill by the hour. Frame your software as a tool for winning flat-fee project work that would otherwise be unprofitable. If you run a services firm, rewrite your compensation plan this quarter to offer equity or trailing royalties to partners who codify their methods into proprietary software.