Legal Economics

The conventional wisdom held that the firms with the largest legal tech budgets would win the AI transition. Buy the best tools, hire a Chief Innovation Officer with a LinkedIn bio full of buzzwords, and let scale do the rest. Eighteen months into genuine, production-level...

The invoices started arriving quietly. A line item labeled "AI-assisted research and drafting" for $1,200 on a routine employment matter. A "technology infrastructure surcharge" of 2.5% tacked onto a $400,000 M&A closing bill. A vague "innovation fee" that no partner could fully explain on a...

The litigation finance industry built its credibility on rigorous, independent case assessment. Funders like Burford Capital, Harbour Litigation Funding, and Omni Bridgeway carved out dominant positions by being better at predicting case outcomes than the lawyers bringing them. That analytical edge is now under threat...

The underwriting questionnaire sitting in your renewal packet looks different this year. Buried between the standard questions about your firm's practice areas and claims history is a new section — sometimes a full page — asking whether your attorneys use AI tools to draft documents,...

The narrative was supposed to go one way. In-house legal teams would deploy AI, automate the repetitive work, shrink their LPO spend, and redeploy budget toward strategic headcount. It was a clean story. It was also, for a significant number of legal departments, wrong.

The six-minute increment exists because courts and clients needed a defensible unit of accountability. Charge for a tenth of an hour, and you can point to something — a phone call, a paragraph reviewed, a client email answered. That logic is now structurally broken, and...

The surcharges were always a gamble. Starting in late 2023 and accelerating through 2024, law firms began appending line items to their invoices — "AI-assisted review," "legal technology infrastructure," "intelligent workflow optimization" — typically ranging from 1% to 5% of total matter costs. Some firms...

Litigation finance has always been an underwriting business dressed up in legal clothing. Burford Capital, Omni Bridgeway, and the dozen or so serious competitors who've entered the space since 2018 were never just passive capital sources — they were making probabilistic bets on legal outcomes,...

For decades, legal pundits have been writing the obituary for the billable hour. They were wrong in 2008, wrong in 2015, and they are largely wrong again now. The billable hour has not died. But if you are running a firm and pretending that AI...

The money has finally arrived in legal technology, and it didn't come from Silicon Valley. It came from Burford Capital, Omni Bridgeway, and the dozens of smaller litigation funders who discovered that deploying capital into meritorious lawsuits is not only profitable but scalable — especially...

For decades, the logic was simple: if your company had a serious legal problem, you hired a serious firm. That meant Cravath. It meant Skadden. It meant billing rates north of $1,500 an hour and associates billing for work partners would handle tomorrow. The prestige...

The Cravath system has governed American legal practice for over a century. You join as an associate, bill extraordinary hours, survive a brutal tournament, and — if you are among the fortunate few — make partner. The partnership itself operates as a profit-sharing collective, distributing...

The economics of AI-assisted legal work are entering a reckoning phase. Two years after the first meaningful wave of generative AI deployment at AmLaw 200 firms — primarily through Harvey, CoCounsel (formerly Casetext), and Microsoft Copilot integrations layered onto existing document management systems — the...

The Legal Stack Research Briefing | Legal Economics Series

The dominant pricing architecture of enterprise legaltech — the per-seat annual license — is under structural pressure. Across contract review, legal research, and document automation, AI vendors are introducing consumption-based and outcome-linked alternatives that promise better alignment between cost and value but introduce significant budget...

Eighteen months after the most significant wave of publicly announced AI adoptions in legal services history, the staffing data tells a more complicated story than either AI boosters or critics have predicted. Aggregate headcount at AmLaw 100 firms has not materially declined. But that headline...

The billable hour has survived every predicted obituary written against it. Since the American Bar Association formally endorsed time-based billing in 1958, reformers have periodically announced its imminent collapse — and been wrong. But the current pressure on the model is structurally different from previous...

The billable hour turns 75 this year, and by most measures it remains stubbornly dominant. Yet the conversation around alternative fee arrangements has shifted from theoretical preference to measurable practice — and the data tells a more complicated story than either proponents or skeptics typically...