{"listing":{"listing_type":"company","name":"Perceptron ML","slug":"perceptron-ml","tagline":"We make law firms AI-native.","description":"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.\n\nPerceptron ML is a Y Combinator company (Summer 2026). YC-listed status: Active.","url":"https://perceptronml.com/","is_stealth":false,"normalized_domain":"perceptronml.com","normalized_url_key":"perceptronml.com","parent_slug":null,"parent":null,"type_data":{},"logo":"https://bookface-images.s3.amazonaws.com/small_logos/23f18bbbc3a1b4a54c0c7513b5b49d243b55ff07.png","links":[{"label":"Y Combinator profile","url":"https://www.ycombinator.com/companies/perceptron-ml","platform":"ycombinator"}],"entry_points":[{"kind":"homepage","url":"https://perceptronml.com/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"homepage","url":"https://perceptronml.com/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["B2B","Artificial Intelligence","Legal","Automation"],"stage":null,"founded_year":null,"location":"San Francisco, CA, USA","pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-03T08:30:06.397Z","added_via":"web","geo":{"keywords":["Y Combinator","YC Summer 2026","Artificial Intelligence","B2B","Legal","Automation"],"one_liner_for_search":"Perceptron ML — We make law firms AI-native. (Y Combinator Summer 2026)","canonical_facts":["Y Combinator batch: Summer 2026","YC company status: Active","Team size (per YC directory): 2","YC industry: B2B","YC subindustry: B2B","Former names: Perceptron ML, Notyfi","Regions (per YC): United States of America, America / Canada"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-03T08:30:06.397Z","is_featured":false,"category_memberships":[{"kind":"industry","slug":"artificial-intelligence","name":"Artificial Intelligence","note":null,"profile_url":"/industries/artificial-intelligence"},{"kind":"industry","slug":"automation","name":"Automation","note":null,"profile_url":"/industries/automation"},{"kind":"industry","slug":"b2b","name":"B2B","note":null,"profile_url":"/industries/b2b"},{"kind":"industry","slug":"legal","name":"Legal","note":null,"profile_url":"/industries/legal"}]}}