Perceptron ML
New accelerator entry · 2026-06-26 · the record
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We build AI systems for law firms, trained on each firm's own matters and deployed privately in their environment: timekeeping, intake and matter monitoring, research, discovery, and drafting. Our grounding engine verifies every fact against a primary source before a model can cite it, which is why firms trust us with work that off-the-shelf legal AI keeps getting wrong.
Perceptron ML is a Y Combinator company in the Summer 2026 batch. Its directory entry describes it as: We make law firms AI-native. The founders listed are Michael Marcotte (Founder/CEO), Peyton Marcotte (Founder/CTO) (Y Combinator directory entry, June 26, 2026).
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New accelerator entry · 2026-06-26 · the record
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We build AI systems for law firms, trained on each firm's own matters and deployed privately in their environment: timekeeping, intake and matter monitoring, research, discovery, and drafting. Our grounding engine verifies every fact against a primary source before a model can cite it, which is why firms trust us with work that off-the-shelf legal AI keeps getting wrong.
Read from the page's own HTML and response headers on 10 September 2026, at https://perceptronml.com/. Each badge matched a string the site serves about itself — hover one to see which. Nothing here is a traffic, ranking or revenue figure: those cannot be read off a page and are not claimed.
Checked away from the directory entry. What is below does not come from the company's Y Combinator page.
AI software built for law firms. We design and build bespoke systems, trained on your matters, deployed in your environment, grounded in verified sources.
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Example from a real report (our sample on Target): “The Q2 2026 earnings report, published August 19, 2026, showed adjusted EPS of $2.46 against an expected $2.33” Source: CNBC
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