{"id":237796,"date":"2026-06-26T09:56:00","date_gmt":"2026-06-26T13:56:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/26\/survey-most-life-science-labs-piloting-ai-few-in-production\/"},"modified":"2026-06-26T12:12:36","modified_gmt":"2026-06-26T16:12:36","slug":"survey-most-life-science-labs-piloting-ai-few-in-production","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/26\/survey-most-life-science-labs-piloting-ai-few-in-production\/","title":{"rendered":"Survey: Most Life Science Labs Piloting AI, Few in Production"},"content":{"rendered":"<p><a href=\"https:\/\/clpmag.com\/lab-essentials\/lab-automation\/life-science-labs-ai-adoption-survey\/\">Survey: Most Life Science Labs Piloting AI, Few in Production<\/a><\/p>\n<p><a href=\"https:\/\/clpmag.com\/lab-essentials\/lab-automation\/life-science-labs-ai-adoption-survey\/\">https:\/\/clpmag.com\/lab-essentials\/lab-automation\/life-science-labs-ai-adoption-survey\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-26 09:56:00<\/a><\/p>\n<p>Source Domain: <a href=\"clpmag.com\">clpmag.com<\/a><\/p>\n<ul>\n<li>AI adoption in life sciences laboratories is widespread but mostly experimental, with only 5% using AI agents in production.<\/li>\n<li>Over 60% of labs are exploring or piloting AI, but 58% express privacy and security concerns.<\/li>\n<li>Organizations are prioritizing AI for data analysis, workflow automation, experiment design, and sample management.<\/li>\n<li>Connectivity issues, including lack of integration among systems and reliance on manual operations, are significant barriers to adoption.<\/li>\n<li>Data quality and management remain critical bottlenecks, although slightly less prevalent than the previous year.<\/li>\n<li>Investment is shifting towards automation, AI-enabled software, and data infrastructure enhancements over standalone tools.<\/li>\n<li>Lab leaders emphasize the need for connectivity between laboratory information management systems and electronic lab notebooks.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Survey: Most Life Science Labs Piloting AI, Few in Production https:\/\/clpmag.com\/lab-essentials\/lab-automation\/life-science-labs-ai-adoption-survey\/ Publish Date: 2026-06-26 09:56:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":237797,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/clpmag.com\/wp-content\/uploads\/2026\/06\/AI-lab.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-237796","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237796"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=237796"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237796\/revisions"}],"predecessor-version":[{"id":237798,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/237796\/revisions\/237798"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/237797"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=237796"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=237796"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=237796"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}