{"id":242084,"date":"2026-05-08T22:41:00","date_gmt":"2026-05-09T02:41:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/08\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/"},"modified":"2026-05-09T01:25:16","modified_gmt":"2026-05-09T05:25:16","slug":"david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/08\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/","title":{"rendered":"David Moscatelli: Organizations are hesitant about public AI due to privacy concerns, local AI solutions are preferred in banking and healthcare, and the Go One device enhances on-premises AI scalability"},"content":{"rendered":"<p><a href=\"https:\/\/cryptobriefing.com\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/\">David Moscatelli: Organizations are hesitant about public AI due to privacy concerns, local AI solutions are preferred in banking and healthcare, and the Go One device enhances on-premises AI scalability<\/a><\/p>\n<p><a href=\"https:\/\/cryptobriefing.com\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/\">https:\/\/cryptobriefing.com\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-08 22:41:00<\/a><\/p>\n<p>Source Domain: <a href=\"cryptobriefing.com\">cryptobriefing.com<\/a><\/p>\n<h2>Key Takeaways<\/h2>\n<ul>\n<li>Organizations are increasingly hesitant to use public AI providers due to data privacy concerns.<\/li>\n<li>Go Abacus focuses on providing AI infrastructure tailored for regulated industries.<\/li>\n<li>Banks and healthcare institutions prefer local AI solutions to maintain data privacy and control costs.<\/li>\n<li>The Go One device enables on-premises AI by connecting to employee PCs and preconfiguring software.<\/li>\n<li>The Go One device supports up to 2,000 concurrent users and can be scaled by daisy-chaining multiple devices.<\/li>\n<li>Sentry\u2019s AI debugging agent uses comprehensive data to identify root causes and suggest fixes.<\/li>\n<li>Stress testing has significantly lowered the chances of system failure in Go Abacus\u2019s solutions.<\/li>\n<li>The Go One OS uses specialized language models trained on client-specific data for deterministic tasks.<\/li>\n<li>Client models are trained during off-hours, with updated weights sent back nightly.<\/li>\n<li>LLMs (Large Language Models) are essentially CSV files with weights and software to run those weights.<\/li>\n<li>Go Abacus\u2019s approach highlights the importance of privacy and cost control in AI deployment.<\/li>\n<li>The scalability and flexibility of the Go One device make it suitable for large organizations.<\/li>\n<li>Go Abacus\u2019s solutions are designed to enhance software reliability and developer efficiency.<\/li>\n<li>The company\u2019s client-centric approach ensures adaptability in machine learning operations.<\/li>\n<li>Understanding the structure of LLMs demystifies their operation and utility.<\/li>\n<\/ul>\n<h2>Guest intro<\/h2>\n<p>David Moscatelli is founder and CEO of Go Abacus, a company building secure, on-premises AI infrastructure for regulated industries like banking. He has achieved significant early traction with the Go1 device, a $250,000 box that enables banks to run AI models without sending data to cloud providers, and has already secured 1,600 pre-orders while hitting $1M in annual recurring revenue.<\/p>\n<h2>Why organizations are hesitant about public AI providers<\/h2>\n<ul>\n<li>\n<p>Organizations are hesitant to use public AI providers due to&#8230;<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/cryptobriefing.com\/david-moscatelli-organizations-are-hesitant-about-public-ai-due-to-privacy-concerns-local-ai-solutions-are-preferred-in-banking-and-healthcare-and-the-go-one-device-enhances-on-premises-ai-scalabil\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>David Moscatelli: Organizations are hesitant about public AI due to privacy concerns, local AI solutions&#8230;<\/p>\n","protected":false},"author":1,"featured_media":242085,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/static.cryptobriefing.com\/wp-content\/uploads\/2026\/03\/03012434\/podcast-cover-twist-800x419.png","fifu_image_alt":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-242084","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-privacy"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242084"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=242084"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242084\/revisions"}],"predecessor-version":[{"id":242086,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/242084\/revisions\/242086"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/242085"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=242084"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=242084"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=242084"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}