{"id":89544,"topic":"ai","source":"WKMG","title":"Altamonte Springs considers AI upgrade for smoother, safer streets - WKMG","url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","url_hash":"06bce4939267a34d70f0e5e64fadf0cdff6f3d5f","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiuAFBVV95cUxPb3BGZzVzeUpGRGJrRnE5TVIybEE2c0R4dHJNTHF2UnRrVXhBWVdKd0hJQlhnR0NTQ19tUlZYUGtvczg5SmxnNkJWMXhybkFTU25HQWJ3T3psa0xuY3BvRUJBUHhYUEdTZ1JhcXE0b0R5OE45U1NKVnIzeWxyd01CR0F6X0s3OHJiY0ZXdWVkaWlFbmtZbGg1YkQ1U3RyellfZ0FqcGpGSmpsQ1VsTWgwTjJNNWVUTzdF?oc=5\" target=\"_blank\">Altamonte Springs considers AI upgrade for smoother, safer streets</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">WKMG</font>","content":"ALTAMONTE SPRINGS, Fla. – Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer.\nThe city launched Road Triage technology from Robocist in 2025 as a more efficient, cost-effective way to identify and address road issues such as cracks and potholes.\nRecommended Videos\n“Using technology, we’re able to collect more data and we can pinpoint where we’re seeing places that have some erosion in our asphalt, have some buckling in the asphalt, so we can prevent places where we otherwise would have potholes,” City Manager Frank Martz said.\nThe technology has already demonstrated significant cost savings. Previously, the city hired a company to manually assess 80 miles of roads at a cost of approximately $120,000. With Road Triage, sensors mounted on city vehicles collected the same data for just $3,500.\n“Technology, if used properly, is a great tool to save taxpayers money,” Martz said.\nThe system also has the potential to evaluate road conditions before and after storms, offering insight that could support quicker recovery and repair efforts.\nMartz has pointed to the pilot program as an example of how city leaders are building a smarter, more sustainable city by taking an innovative approach to infrastructure.\nAfter the pilot expired earlier this year, the city began exploring options for expanding the use of AI — not only to identify road problems, but also to initiate the repair process.\n“Using the technology to also issue the work order now has taken another step out of the process and allows us to save more and more taxpayer funds and get the same thing done, and in this case do it better,” Martz said.","image_url":"https://bc.gmg.io/image/upload/c_thumb,q_auto,w_700,f_jpg/media/gmg/UBCAWX34BJESVEOV5WIBKC7FUQ.png?api_key=clickorlando_488cff2bcc157b2e","lang":"en","published_at":"2026-09-24T10:14:01+00:00","fetched_at":"2026-09-24T11:15:04+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"– Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer. The city launched Road Triage technology from Robocist in 2025 as a more efficient, cost-effective way to identify and address road issues such as cracks and potholes.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1709 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1709,"summary_length":309,"usable_text_length":1709,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1709,"summary_length":309}},"news_item":{"id":89544,"canonical_url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","source_url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","title":"Altamonte Springs considers AI upgrade for smoother, safer streets - WKMG","source_name":"WKMG","author":null,"published_at":"2026-09-24T10:14:01+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiuAFBVV95cUxPb3BGZzVzeUpGRGJrRnE5TVIybEE2c0R4dHJNTHF2UnRrVXhBWVdKd0hJQlhnR0NTQ19tUlZYUGtvczg5SmxnNkJWMXhybkFTU25HQWJ3T3psa0xuY3BvRUJBUHhYUEdTZ1JhcXE0b0R5OE45U1NKVnIzeWxyd01CR0F6X0s3OHJiY0ZXdWVkaWlFbmtZbGg1YkQ1U3RyellfZ0FqcGpGSmpsQ1VsTWgwTjJNNWVUTzdF?oc=5\" target=\"_blank\">Altamonte Springs considers AI upgrade for smoother, safer streets</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">WKMG</font>","full_text":"ALTAMONTE SPRINGS, Fla. – Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer.\nThe city launched Road Triage technology from Robocist in 2025 as a more efficient, cost-effective way to identify and address road issues such as cracks and potholes.\nRecommended Videos\n“Using technology, we’re able to collect more data and we can pinpoint where we’re seeing places that have some erosion in our asphalt, have some buckling in the asphalt, so we can prevent places where we otherwise would have potholes,” City Manager Frank Martz said.\nThe technology has already demonstrated significant cost savings. Previously, the city hired a company to manually assess 80 miles of roads at a cost of approximately $120,000. With Road Triage, sensors mounted on city vehicles collected the same data for just $3,500.\n“Technology, if used properly, is a great tool to save taxpayers money,” Martz said.\nThe system also has the potential to evaluate road conditions before and after storms, offering insight that could support quicker recovery and repair efforts.\nMartz has pointed to the pilot program as an example of how city leaders are building a smarter, more sustainable city by taking an innovative approach to infrastructure.\nAfter the pilot expired earlier this year, the city began exploring options for expanding the use of AI — not only to identify road problems, but also to initiate the repair process.\n“Using the technology to also issue the work order now has taken another step out of the process and allows us to save more and more taxpayer funds and get the same thing done, and in this case do it better,” Martz said.","excerpt":"– Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer. The city launched Road Triage technology from Robocist in 2025 as a more efficient, cost-effective way to identify and address road issues such as cracks and potholes.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 1709 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1709 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1709,"summary_length":309,"usable_text_length":1709,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1709,"summary_length":309}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Altamonte Springs considers AI upgrade for smoother, safer streets - WKMG","url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","summary":"– Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer. 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Previously, the city hired a company to manually assess 80 miles of roads at a cost of approximately $120,000. With Road Triage, sensors mounted on city vehicles collected the same data for just $3,500.\n“Technology, if used properly, is a great tool to save taxpayers money,” Martz said.\nThe system also has the potential to evaluate road conditions before and after storms, offering insight that could support quicker recovery and repair efforts.\nMartz has pointed to the pilot program as an example of how city leaders are building a smarter, more sustainable city by taking an innovative approach to infrastructure.\nAfter the pilot expired earlier this year, the city began exploring options for expanding the use of AI — not only to identify road problems, but also to initiate the repair process.\n“Using the technology to also issue the work order now has taken another step out of the process and allows us to save more and more taxpayer funds and get the same thing done, and in this case do it better,” Martz said.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 1709 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 1709 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":1709,"summary_length":309,"usable_text_length":1709,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":1709,"summary_length":309}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/89544","export_markdown":"/api/items/89544/export?format=markdown","export_json":"/api/items/89544/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/"},"formats":{"full":{"id":89544,"title":"Altamonte Springs considers AI upgrade for smoother, safer streets - WKMG","url":"https://www.clickorlando.com/news/local/2026/09/24/altamonte-springs-considers-ai-upgrade-for-smoother-safer-streets/","source":"WKMG","author":null,"published_at":"2026-09-24T10:14:01+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"– Altamonte Springs is weighing an upgrade to a pilot program that uses artificial intelligence to help make city streets smoother and safer. 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