Market Intelligence
Signal over noise — curated market context plus long-form Satrix analysis, for the leaders building in the agentic era.
Kirkland & Ellis is co-building a custom platform with Palantir, and the operative word is ontology: a decision layer that sits over the data. The same idea scales down to a twelve-lawyer litigation boutique, where a finite universe of matters is small enough to model well.
In what's believed to be the first trial won by an AI lawyer anywhere, Garfield AI, the first SRA-regulated AI law firm, recovered a £7,000 debt for a client who paid it about £400 — beating an opponent that fielded both a solicitor and a barrister. At that price, contested debt and unpaid-fee claims that were too small to litigate economically become worth pursuing.
83% of in-house legal teams have no metrics to track whether their AI spend is paying off, per Axiom Law — only 17% can measure return at all. Budgets are climbing faster than the ability to prove value, which makes documented, measurable outcomes the next thing buyers will ask for.
Thomson Reuters' 2026 Future of Professionals report puts $143B of US client revenue at risk from the legal AI execution gap: 24% of talent now favour firms that deliver on AI, and a third of lawyers already use unsanctioned tools. The bottleneck is implementation, not capability, and the report's 'fiduciary-grade AI' bar (provenance, verifiability, a human in the loop) is the standard firms will be judged against.
Harvey is running proof-of-concept studies that train open-source LLMs on individual firms' workflows and client relationships, effectively encoding a firm's way of working into a model. The value is shifting from the base model a firm licenses to how well its own processes are captured — and a firm of any size can do that.
AI is rebuilding the economics of litigation on both sides of the 'v.', with plaintiffs and defendants alike now running it across discovery and drafting. The edge goes to whoever automates the grunt work first; the risk is being out-resourced by an opponent who already has.