{"company":{"id":3372,"name":"Torc Robotics","domain":"torc.ai","url":"https://alion.io/company/torc-robotics"},"answer":"As of Nov 14, 2026, Alion lists 10 companies most like Torc Robotics: Gatik, Kodiak, PlusAI, Aurora Innovation, Humble Robotics, Bot Auto, Stack AV, Venti Technology, Parallel Systems and Overland AI.","highlights":["Torc Robotics itself has 40 open roles on Alion.","Of them, Aurora Innovation is hiring the most, with 82 open roles.","Gatik has raised the most venture funding on record: $225M.","Open roles at Kodiak fell the most: from 63 on Oct 12, 2026 to 44 now."],"as_of":"2026-11-14","cite":"Alion, \"Torc Robotics competitors and alternatives: 10 similar companies compared on hiring and funding\", as of Nov 14, 2026. https://alion.io/company/torc-robotics/competitors","indexable":true,"target":{"name":"Torc Robotics","url":"https://alion.io/company/torc-robotics","domain":"torc.ai","open_roles":40,"open_roles_change":{"since":"2026-10-12","from":47,"to":40,"pct":-15},"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"201-500","headquarters":{"city":"Blacksburg","country":"US"},"technologies":["Python","C++","AWS"],"hiring_countries":["US","CA"],"similarity":null},"competitors":[{"name":"Gatik","url":"https://alion.io/company/gatik","domain":"gatik.ai","open_roles":67,"open_roles_change":{"since":"2026-10-12","from":67,"to":67,"pct":0},"funding":{"total_raised_usd":225000000,"last_round":"venture","last_round_usd":200000000,"last_round_date":"2026-08-25","lead_investors":[]},"size_band":"51-200","headquarters":{"city":"Mountain View","country":"US"},"technologies":["Python","C++","CI/CD"],"hiring_countries":["US","CA"],"similarity":{"score":23.9,"shared_segments":["Autonomous Driving","Logistics","Road Transport"],"shared_technologies":["Python","C++","Terraform","ROS","Multimodal AI"],"same_hq_country":true}},{"name":"Kodiak","url":"https://alion.io/company/kodiak","domain":"kodiak.ai","open_roles":44,"open_roles_change":{"since":"2026-10-12","from":63,"to":44,"pct":-30},"funding":{"total_raised_usd":205499000,"last_round":"venture","last_round_usd":499000,"last_round_date":"2025-12-31","lead_investors":[]},"size_band":"201-500","headquarters":{"city":"Mountain View","country":"US"},"technologies":["C++","Python","Motion Planning"],"hiring_countries":["US"],"similarity":{"score":22.85,"shared_segments":["Road Transport","Autonomous Driving","Logistics"],"shared_technologies":["Python","C++","Terraform","Multimodal AI","Computer Vision"],"same_hq_country":true}},{"name":"PlusAI","url":"https://alion.io/company/plus","domain":"plus.ai","open_roles":43,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"201-500","headquarters":{"city":"Santa Clara","country":"US"},"technologies":["Python","C++","Machine Learning"],"hiring_countries":["US"],"similarity":{"score":20.82,"shared_segments":["Autonomous Driving","Road Transport"],"shared_technologies":["Python","C++","ROS","GitHub Actions","Multimodal AI"],"same_hq_country":true}},{"name":"Aurora Innovation","url":"https://alion.io/company/aurora-tech","domain":"aurora.tech","open_roles":82,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"1001-5000","headquarters":{"city":"Pittsburgh","country":"US"},"technologies":["Python","C++","AWS"],"hiring_countries":["US"],"similarity":{"score":20.12,"shared_segments":["Autonomous Driving","Road Transport"],"shared_technologies":["Python","C++","Terraform","ROS","GitHub Actions"],"same_hq_country":true}},{"name":"Humble Robotics","url":"https://alion.io/company/humblerobotics","domain":"humblerobotics.ai","open_roles":23,"open_roles_change":null,"funding":{"total_raised_usd":51000000,"last_round":"series_a","last_round_usd":51000000,"last_round_date":"2026-11-05","lead_investors":[]},"size_band":"51-200","headquarters":{"city":"San Francisco","country":"US"},"technologies":["Python","Linux","C++"],"hiring_countries":["US"],"similarity":{"score":19.17,"shared_segments":["Autonomous Driving","Road Transport"],"shared_technologies":["Python","C++","Terraform","ROS","Multimodal AI"],"same_hq_country":true}},{"name":"Bot Auto","url":"https://alion.io/company/bot-auto","domain":"bot.auto","open_roles":22,"open_roles_change":{"since":"2026-10-12","from":23,"to":22,"pct":-4},"funding":{"total_raised_usd":20000000,"last_round":"seed","last_round_usd":20000000,"last_round_date":"2024-09-29","lead_investors":[]},"size_band":"51-200","headquarters":{"city":"Houston","country":"US"},"technologies":["Python","C++","AI Agents"],"hiring_countries":["US"],"similarity":{"score":18.77,"shared_segments":["Autonomous Driving","Road Transport"],"shared_technologies":["Python","C++","Terraform","ROS","Multimodal AI"],"same_hq_country":true}},{"name":"Stack AV","url":"https://alion.io/company/stack-av","domain":"stackav.com","open_roles":13,"open_roles_change":null,"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"201-500","headquarters":{"city":"Pittsburgh","country":"US"},"technologies":["Machine Learning","C++","Python"],"hiring_countries":["US"],"similarity":{"score":17.92,"shared_segments":["Autonomous Driving","Road Transport"],"shared_technologies":["Python","C++","Multimodal AI","Computer Vision","PyTorch"],"same_hq_country":true}},{"name":"Venti Technology","url":"https://alion.io/company/ventitech","domain":"ventitech.ai","open_roles":34,"open_roles_change":{"since":"2026-10-12","from":32,"to":34,"pct":6},"funding":{"total_raised_usd":null,"last_round":null,"last_round_usd":null,"last_round_date":null,"lead_investors":[]},"size_band":"201-500","headquarters":{"city":null,"country":"SG"},"technologies":["ROS","Python","Linux"],"hiring_countries":["SG","US"],"similarity":{"score":17.12,"shared_segments":["Autonomous Driving","Logistics"],"shared_technologies":["Python","C++","Terraform","ROS","Computer Vision"],"same_hq_country":false}},{"name":"Parallel Systems","url":"https://alion.io/company/parallel-systems","domain":"moveparallel.com","open_roles":20,"open_roles_change":{"since":"2026-10-12","from":19,"to":20,"pct":5},"funding":{"total_raised_usd":103799995,"last_round":"venture","last_round_usd":100000000,"last_round_date":"2026-05-20","lead_investors":[]},"size_band":"51-200","headquarters":{"city":"Los Angeles","country":"US"},"technologies":["Python","Rust","C++"],"hiring_countries":["US"],"similarity":{"score":16.6,"shared_segments":["Autonomous Driving","Logistics"],"shared_technologies":["Python","C++","Multimodal AI","Computer Vision","CI/CD"],"same_hq_country":true}},{"name":"Overland AI","url":"https://alion.io/company/overland","domain":"overland.ai","open_roles":43,"open_roles_change":{"since":"2026-10-12","from":38,"to":43,"pct":13},"funding":{"total_raised_usd":120792259,"last_round":"venture","last_round_usd":79999994,"last_round_date":"2025-11-24","lead_investors":[]},"size_band":"51-200","headquarters":{"city":"Seattle","country":"US"},"technologies":["Machine Learning","Python","C++"],"hiring_countries":["US"],"similarity":{"score":16,"shared_segments":["Autonomous Driving"],"shared_technologies":["Python","C++","Terraform","ROS","Datadog"],"same_hq_country":true}}],"method":"Ranked by Alion's similar-companies engine (the MCP tool similar_companies): shared industry segments and the overlap of the two segment sets, technologies named in both companies' job postings, the same headquarters country, a size band near it. Open roles are the visible postings on Alion today; their change is shown only for boards that state posting dates.","html_url":"https://alion.io/company/torc-robotics/competitors","json_url":"https://alion.io/company/torc-robotics/competitors.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-11-14T03:58:57Z","generated_at":"2026-11-14T04:32:15Z"}}