How Does the Market Value an AI Harness? ARR Multiples Examined

le_james94 · x · 2026-08-23

A shared article by @ttunguz analyzes how the market values "AI harness" companies — application-layer firms wrapping workflows around foundation models. With Harvey, Legora, and Sierra each announcing over $100M ARR, the author argues there are now enough data points to draw initial conclusions about ARR multiples for this category.

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