{"listing":{"listing_type":"product","name":"Perceptron ML","slug":"perceptron-ml-service","tagline":"Custom AI systems for law firms trained on the firm's own matters, deployed inside the firm's environment, with every answer grounded in primary sources.","description":"Perceptron ML designs and builds bespoke AI systems for law firms covering timekeeping, intake and matter monitoring, research, discovery, and drafting. A proprietary grounding engine verifies every fact against a primary source before a model can cite it, producing answers with citations attorneys can open and verify. Systems are trained on each firm's own matter files and deployed inside the firm's infrastructure so client data never leaves the firm's control and is never used to train shared models. Applications include automatic billable hour capture from calendar and email, client monitoring via docket and filing alerts, and drafting motions and letters using firm-specific templates in the firm's voice.\n\nPerceptron ML is a product of Perceptron ML.","url":"https://perceptronml.com/","is_stealth":false,"normalized_domain":"perceptronml.com","normalized_url_key":"perceptronml.com","parent_slug":"perceptron-ml","parent":{"slug":"perceptron-ml","name":"Perceptron ML","listing_type":"company","profile_url":"/companies/perceptron-ml"},"type_data":{"product_kind":"service","platforms":["web"],"free_tier":false,"open_source":false,"use_cases":["AI timekeeping for law firms","legal research with primary source grounding","discovery document review","motion and letter drafting","client monitoring and docket alerts","legal intake automation"]},"logo":null,"links":[],"entry_points":[{"kind":"contact","url":"https://perceptronml.com/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"contact","url":"https://perceptronml.com/","audience":"any","primary":false,"listed_by":"community","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["LegalTech","AI","B2B","Artificial Intelligence","Legal","Automation"],"stage":null,"founded_year":null,"location":null,"pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-05T04:33:11.702Z","added_via":"web","geo":{"keywords":["Perceptron ML","Perceptron ML","LegalTech","AI","B2B","Artificial Intelligence","Legal","Automation"],"canonical_facts":["Product of Perceptron ML"]},"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":"2026-09-05T04:33:11.702Z","is_featured":false,"category_memberships":[{"kind":"product_category","slug":"ai","name":"AI","note":null,"profile_url":"/categories/ai"},{"kind":"product_category","slug":"artificial-intelligence","name":"Artificial Intelligence","note":null,"profile_url":"/categories/artificial-intelligence"},{"kind":"product_category","slug":"automation","name":"Automation","note":null,"profile_url":"/categories/automation"},{"kind":"product_category","slug":"b2b","name":"B2B","note":null,"profile_url":"/categories/b2b"},{"kind":"product_category","slug":"legal","name":"Legal","note":null,"profile_url":"/categories/legal"},{"kind":"product_category","slug":"legaltech","name":"LegalTech","note":null,"profile_url":"/categories/legaltech"}]}}