Harvey's gross margin allegedly swung from +50% to -50% as lawyers actually started using it
thedealdirector · x · 2026-09-22
A viral satirical post on X dissects legal AI startup Harvey's unit economics: the company reportedly enjoyed fat margins when seat pricing met low real usage, raised at a $15.5B valuation, then saw token costs explode once frontier models got good enough that lawyers actually used the product. Gross margin allegedly swung from +50% to -50%, forcing a pivot to cheaper open models to slow usage growth — an AI company 'structurally short AI progress.' The poster also asks how competitor Legora's margins look. Margin figures are unverified claims.
Related event: Harvey's Margins Collapse from 50% to -50% as Agent Token Use Soars 20x(5 posts)→
More from Venture
- AI assistant startup Town tops The Information's 50 Most Promising Startups at $892M valuation — soleio · 2026-11-12
- OpenAI CFO Sarah Friar says OpenAI has 100 million subscribers — morqon · 2026-11-12
- Polymarket odds put Chinese AI lab at #1 by year-end at just 6% — Polymarket · 2026-11-12
- Rox raises $270M Series B at $1.3B valuation, 12 months after launch — Konstantine · 2026-11-12
- TSMC to invest $1B in OpenAI and Anthropic, fueling circular financing concerns — Ars Technica AI · 2026-11-12
- Memory stocks rebound as CoreWeave forecast signals demand: SanDisk +16.75% — fallingdowndizzyvr · 2026-11-12