legal AIHarvey vs CoCounsel vs Legora: Buy the Library, Not the Model
Legal AI models change every quarter; the content library and citator behind them don't. CoCounsel wins research on Westlaw, Legora wins contract work for most legal departments, and Harvey loses on buyer terms despite the best benchmark results.
September 26, 2026 · 13 min readHarveyHarvey Swapped Models After Agents Sank Its Margin to -50%
Harvey sold flat seats on top of a metered model bill, and agent usage drove its gross margin to -50% by June. The margin recovered after it launched its own Kimi K3-based model, with no reported price change, so renewals of agentic AI seats need model-change and usage terms.
September 21, 2026 · 11 min readGuardrails AIGuardrails' Hub Died Aug 25. Harvey Bought the Team.
Harvey acquired Guardrails AI's founders on the same day it raised $550M, and its CEO says on the record that he buys teams rather than products. The Hub installer and hosted validator inference had already been switched off on August 25.
September 9, 2026 · 10 min readManifest OSManifest OS $60M: The AI-Native Law Firm Bet
Manifest OS raised $60M at $750M to run AI-native law firms under Arizona's ABS rule — fixed-fee, no billable hour. Services-as-software arrives in legal.
May 3, 2026 · 11 min read