{"id":498,"date":"2025-09-19T17:03:12","date_gmt":"2025-09-19T17:03:12","guid":{"rendered":"https:\/\/fin.ai\/research\/?p=498"},"modified":"2025-09-19T17:05:57","modified_gmt":"2025-09-19T17:05:57","slug":"podcast-ep2-shipping-reliable-ai-actions","status":"publish","type":"post","link":"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/","title":{"rendered":"Podcast EP2: Shipping reliable AI actions"},"content":{"rendered":"\n<p>Myself and Pratik recently recorded a wide ranging discussion on his work leading the Tasks\/Procedures workstream.<\/p>\n\n\n\n<p>Pratik&#8217;s workstream has really been at the cutting edge of using LLMs to take actions within business, and all the complexity that&#8217;s required to make that work, delivering our <a href=\"https:\/\/fin.ai\/tasks\">Tasks product.<\/a><\/p>\n\n\n\n<p>This is a wide ranging and candid discussion about exactly what&#8217;s required to make this work and all the considerations with having LLM agents actually take consequential actions, and how this gets integrated into a business.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Guardrails, not guard dogs: Shipping reliable AI actions\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/bcghIm-1sAI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>You can follow the Fin AI podcast on&nbsp;<a href=\"https:\/\/podcasts.apple.com\/ie\/podcast\/guardrails-not-guard-dogs-shipping-reliable-ai-actions\/id1836473093?i=1000727475811\">Apple Podcasts<\/a>,&nbsp;<a href=\"https:\/\/open.spotify.com\/episode\/3ztotv2zDoaDDtkTWA7xV3\">Spotify<\/a> or anywhere you get your podcasts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Myself and Pratik recently recorded a wide ranging discussion on his work leading the Tasks\/Procedures workstream. Pratik&#8217;s workstream has really been at the cutting edge of using LLMs to take actions within business, and all the&hellip;<\/p>\n","protected":false},"author":9,"featured_media":156,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[],"coauthors":[7],"class_list":["post-498","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-podcast"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.6 (Yoast SEO v24.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Podcast EP2: Shipping reliable AI actions - \/research<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Podcast EP2: Shipping reliable AI actions\" \/>\n<meta property=\"og:description\" content=\"Myself and Pratik recently recorded a wide ranging discussion on his work leading the Tasks\/Procedures workstream. Pratik&#8217;s workstream has really been at the cutting edge of using LLMs to take actions within business, and all the&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\" \/>\n<meta property=\"og:site_name\" content=\"\/research\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-19T17:03:12+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-19T17:05:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/fin.ai\/research\/wp-content\/uploads\/2025\/03\/image-16-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1344\" \/>\n\t<meta property=\"og:image:height\" content=\"896\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Fergal Reid\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@intercom\" \/>\n<meta name=\"twitter:site\" content=\"@intercom\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fergal Reid\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\"},\"author\":{\"name\":\"Fergal Reid\",\"@id\":\"https:\/\/fin.ai\/research\/#\/schema\/person\/e2d02cd561188c213ac4ae19892a5b19\"},\"headline\":\"Podcast EP2: Shipping reliable AI actions\",\"datePublished\":\"2025-09-19T17:03:12+00:00\",\"dateModified\":\"2025-09-19T17:05:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\"},\"wordCount\":120,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fin.ai\/research\/#organization\"},\"image\":{\"@id\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/fin.ai\/research\/wp-content\/uploads\/2025\/03\/image-16-1.png\",\"articleSection\":[\"Podcast\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\",\"url\":\"https:\/\/fin.ai\/research\/podcast-ep2-shipping-reliable-ai-actions\/\",\"name\":\"Podcast EP2: Shipping reliable AI actions - 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