{"version":"1.0","type":"card","id":"a0534fe0-e4c2-40f8-beb7-c9d2e0aee5d9","url":"https://stacklist.com/card/a0534fe0-e4c2-40f8-beb7-c9d2e0aee5d9","title":"Knoxville Startup Aims to Revolutionize Traffic Management","source_url":"https://hypepotamus.com/feature/borrego-knoxville/","note":"This webpage discusses Borrego, a Knoxville-based startup focused on improving traffic management technology. The founder is determined to enhance safety and efficiency at red lights, addressing frustrations and dangers associated with current systems.\n","image":{"url":"https://ucarecdn.com/bc0bd352-f514-4ddc-822b-1fb4213c73d9/","alt":"Knoxville Startup Aims to Revolutionize Traffic Management","width":1080,"height":1080},"stack":{"id":"3a5e574d-c505-478c-a05c-429b4f94ed67","title":"IoT in Agriculture, Traffic and Everyday Life","url":"https://stacklist.com/c/technology/stack/3a5e574d-c505-478c-a05c-429b4f94ed67"},"created_at":"2026-07-09T15:55:58.313Z","updated_at":null,"aco":{"summary":"Borrego & Bendel Corporation, a Knoxville-based startup founded by Nick Borrego, is developing ATLAS (Advanced Traffic Light Automation System), which uses machine vision and grid communication to bring adaptive traffic control to intersections. The company aims to reduce the 140,000+ annual injuries and 800 fatalities at stop light intersections while improving traffic efficiency and lowering emissions.","tags":["traffic-management","startup","knoxville","smart-city","machine-vision","traffic-safety","automation"],"key_entities":[{"name":"Nick Borrego","type":"person","confidence":0.98},{"name":"Téa Phillips","type":"person","confidence":0.9},{"name":"Randy Ridenour","type":"person","confidence":0.9},{"name":"Maija Ehlinger","type":"person","confidence":0.85},{"name":"Borrego & Bendel Corporation","type":"organization","confidence":0.97},{"name":"ATLAS (Advanced Traffic Light Automation System)","type":"technology","confidence":0.97},{"name":"Knoxville","type":"location","confidence":0.98},{"name":"Tennessee","type":"location","confidence":0.95},{"name":"Hypepotamus","type":"organization","confidence":0.9},{"name":"US Department of Transportation","type":"organization","confidence":0.85},{"name":"Insurance Institute for Highway Safety","type":"organization","confidence":0.85},{"name":"adaptive traffic control","type":"concept","confidence":0.93},{"name":"machine vision","type":"concept","confidence":0.88},{"name":"Silicon Valley","type":"location","confidence":0.8},{"name":"Houston","type":"location","confidence":0.8},{"name":"Romania","type":"location","confidence":0.75}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-09T15:56:06.802Z"},"token_counts":{"approximate":1130,"cl100k":883},"content_hash":"sha256:9475a80ccc9f61096b17fde5d1390c37b28862a5b8987ada25afc2d9316e85ca","acp_version":"0.2","body_available":true,"body_tokens":1130,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/a0534fe0-e4c2-40f8-beb7-c9d2e0aee5d9.json","html":"https://stacklist.com/card/a0534fe0-e4c2-40f8-beb7-c9d2e0aee5d9","md":"/api/public/card/a0534fe0-e4c2-40f8-beb7-c9d2e0aee5d9.md","stack_json":"/api/public/stack/3a5e574d-c505-478c-a05c-429b4f94ed67.json"}}