{"id":171763,"date":"2023-09-11T01:22:24","date_gmt":"2023-09-11T06:22:24","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/09\/startup-builds-models-for-detecting-vehicle-failure-patterns"},"modified":"2023-09-11T01:22:24","modified_gmt":"2023-09-11T06:22:24","slug":"startup-builds-models-for-detecting-vehicle-failure-patterns","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/09\/startup-builds-models-for-detecting-vehicle-failure-patterns","title":{"rendered":"Startup Builds Models for Detecting Vehicle Failure Patterns"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/startup-builds-models-for-detecting-vehicle-failure-patterns2.jpg\"><\/a><\/p>\n<p>When it comes to preserving profit margins, data scientists for vehicle and parts manufacturers are sitting in the driver\u2019s seat.<\/p>\n<p>Viaduct, which develops models for time-series inference, is helping enterprises harvest failure insights from the data captured on today\u2019s connected cars. It does so by tapping into sensor data and making correlations.<\/p>\n<p>The four-year-old startup, based in Menlo Park, Calif., offers a platform to detect anomalous patterns, track issues, and deploy failure predictions. This enables automakers and parts suppliers to get in front of problems with real-time data to reduce warranty claims, recalls and defects, said David Hallac, the founder and CEO of Viaduct.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When it comes to preserving profit margins, data scientists for vehicle and parts manufacturers are sitting in the driver\u2019s seat. Viaduct, which develops models for time-series inference, is helping enterprises harvest failure insights from the data captured on today\u2019s connected cars. It does so by tapping into sensor data and making correlations. The four-year-old startup, [\u2026]<\/p>\n","protected":false},"author":556,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1694,1491],"tags":[],"class_list":["post-171763","post","type-post","status-publish","format-standard","hentry","category-electronics","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/171763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/556"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=171763"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/171763\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=171763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=171763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=171763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}