AI turns business development into legal's highest priority.

The math of running a law firm has flipped. AI is cutting the billable hours each matter takes, and not by a little. Clients are starting to expect savings to show up on the bill. The average fee captured per matter is at risk to compress more than ever before, hinting at a clear question: how do firms ramp organic client growth? Business development has always been an unstructured process inside most firms. And remember, there was never a Rainmaking 101 class in law school.

The CLOC 2026 State of the Industry report finds 85% of legal departments now have dedicated AI oversight, and many are already pricing the new economics into how they buy. Boutiques and mid-sized practices, built around the kind of complexity AI now handles, feel it first.

"The binding constraint on a firm's growth has shifted from production capacity to origination capacity, for the first time in forty years."

Andrej Karpathy calls this generation of agents deployed professionals: AI employees that handle multi-step work for hours without supervision. Harvey's Gabe Pereyra has argued that engineering was the first profession to reorganize around them, and law is next. He's right. Both are pointing at the same shift. AI is becoming useful at the level of a function, not just a task.

Both observations point at the same shift: AI is becoming useful at the level of a function, not just a task. The question is which function, in which industry, gets reorganized first.

Inside legal, the answer is obvious. Every serious legal-AI team is rebuilding the billable work. That's the right place to start. It leaves the other half of the practice behind: business development.

Business development sounds like it means pitching. It doesn't.

The actual work is coordination, memory, and timing. The warm angle and context for outreach. The touchpoint cadence that keeps a firm front-of-mind. The tailored pitches. Thought leadership. Work that compounds when it's tended and decays when it isn't.

It's also the work that gets dropped first when a partner is heads-down on a live matter. Which is, inconveniently, when it matters most. That gap is what Elego is built for.

"Business development is the work that determines whether a firm grows, and it has historically been the work that gets dropped when workload increases."

Elego is a deployed professional, in Karpathy's sense. An AI business development analyst that lives in the partner's inbox. No platform to log into. No password to remember. No new application to learn. It works the way a business development team would, except around the clock, with no ceiling on how many tasks you give it.

It handles the client prospecting, the pitches, the RFP responses, the LinkedIn posts, the touchpoint cadence. The follow-ups, the milestone congratulations, the birthday notes. Which event to attend, and who to engage with once there.

Elego doesn't replace the partner's judgment. It handles the work around the practice of law, so partners spend more time on the practice itself and position themselves as the client's first and trusted call. That's built over years. Elego engineers the work that builds it, and lays the groundwork for a repeatable playbook.

In a few years, the partners whose firms grow through this shift will read a one-pager over coffee on a Tuesday morning, with five qualified meetings already on the calendar. The partners whose firms didn't will still be hunting for an old alumni connection in their CRM. If they even have one at all.

— Mattia