{"id":"4eb2b454-f914-41cb-9f6a-614be5e62073","name":"Comma AI","slug":"comma-ai","description":"Comma AI develops open-source driver assistance software (OpenPilot) and custom hardware (comma four). Founded in 2015 by George Hotz in San Diego, the company's open-source ADAS system supports 325+ car models from Toyota, Hyundai, Honda, and other brands with over 1 billion miles of driving data collected. After cancelling its first product (Comma One) following a 2016 NHTSA regulatory letter, Comma AI pivoted to open-source software and has shipped four generations of aftermarket hardware.","status":null,"founded":2015,"hq":"San Diego, CA, USA","hqLat":null,"hqLng":null,"hqGeocodedAt":null,"hqAddress":null,"hqPrecision":null,"website":"https://comma.ai","fundingTotal":null,"type":"both","reviewStatus":"reviewed","lifecycleState":"active","supersededByCompanyId":null,"sources":[],"keyFacts":[{"label":"Founder","value":"George Hotz (aka geohot)"},{"label":"CEO","value":"No permanent CEO since Riccardo Biasini departed in 2019; George Hotz remains sole board member and president"},{"label":"HQ","value":"San Diego, CA, USA"},{"label":"Founded","value":"September 2015"},{"label":"Product","value":"OpenPilot (open-source ADAS) + comma four hardware"},{"label":"Supported Cars","value":"325+ models from Toyota, Hyundai, Honda, and other brands"},{"label":"Miles Driven","value":"1B+ miles collected via OpenPilot"},{"label":"Funding","value":"USD 3.1M Seed (a16z, 2016); total ~USD 18.1M over 3 rounds (Forge Global)"},{"label":"Revenue","value":"~USD 2.4M annual (Growjo estimate)"},{"label":"Employees","value":"~24"},{"label":"Key Incident","value":"Comma One cancelled Oct 2016 after NHTSA regulatory letter"},{"label":"Notable","value":"OpenPilot scored highest in Consumer Reports driver engagement and ease of use ratings"},{"label":"Hero image candidate","value":"https://comma.ai/shop/comma-four (source: press kit)"}],"aliases":[],"collisionRisk":"low","reviewNote":null,"atsProvider":null,"atsSlug":null,"factoryLocations":null,"manufacturingCapacity":null,"orgType":null,"burnSignal":null,"litigationEvents":null,"insurancePostureDisclosed":null,"unitEconomicsDisclosed":null,"tickerSymbol":null,"stockExchange":null,"secCik":null,"revenueUsd":null,"revenueBasis":null,"revenueAsOf":null,"employeeCount":null,"employeeCountBasis":null,"employeeCountAsOf":null,"marketCapUsd":null,"marketCapAsOf":null,"marketCapSource":null,"createdAt":"2026-08-09T14:35:57.057Z","updatedAt":"2026-08-09T23:05:26.837Z","jsonLd":{"@context":"https://schema.org","@type":"Organization","@id":"https://registry.deploy.report/companies/comma-ai","url":"https://registry.deploy.report/companies/comma-ai","name":"Comma AI","description":"Comma AI develops open-source driver assistance software (OpenPilot) and custom hardware (comma four). Founded in 2015 by George Hotz in San Diego, the company's open-source ADAS system supports 325+ car models from Toyota, Hyundai, Honda, and other brands with over 1 billion miles of driving data collected. After cancelling its first product (Comma One) following a 2016 NHTSA regulatory letter, Comma AI pivoted to open-source software and has shipped four generations of aftermarket hardware.","identifier":"4eb2b454-f914-41cb-9f6a-614be5e62073","foundingDate":"2015","address":"San Diego, CA, USA","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"claimed-not-verified","maturity_stage":null,"lifecycle_state":null,"architectural_position":{"cohort":null,"sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":0,"primary_source_types":[]}}}