{"id":68344,"date":"2025-12-08T09:58:55","date_gmt":"2025-12-07T22:58:55","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=68344"},"modified":"2025-12-08T09:58:56","modified_gmt":"2025-12-07T22:58:56","slug":"inside-the-five-stage-lifecycle-powering-the-agentic-enterprise","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/","title":{"rendered":"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise"},"content":{"rendered":"\n<p>In the era of the Agentic Enterprise, the familiar rhythms of traditional software development are giving way to something new. Where once teams followed a linear cycle of planning, building and releasing, today they\u2019re designing intelligent agents that learn, adapt and evolve in real time. This shift demands a new kind of lifecycle: one built for experimentation, continuous optimisation and measurable impact.<\/p>\n\n\n\n<p>That evolution has led to the development of the Agentforce 360 agent development lifecycle: a simple, structured approach to designing, testing and improving agentic agents that deliver meaningful value.<\/p>\n\n\n\n<p>Informed by experience across thousands of Agentforce deployments both worldwide and in Australia &amp; New Zealand, the lifecycle helps teams move from early experimentation to adoption at scale, ensuring that every agent is purposeful, governed, and continually improving.<\/p>\n\n\n\n<div class=\"layout-five wp-block-salesforce-blog-offer\">\n\t<div class=\"wp-block-offer__wrapper\">\n\n\t\t<div class=\"wp-block-offer__content\">\n\t\t\t<h2 class=\"wp-block-offer__title\">From ideation to action with Agentforce 360<\/h2>\n\t\t\t\t\t\t\t<p class=\"wp-block-offer__description\">Discover what leading Agentic Enterprises learned from thousands of Agentforce deployments.<\/p>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_blank\" href=\"https:\/\/www.salesforce.com\/au\/form\/agentforce\/agentforce-lessons-learned\/?d=701ed00000rZbHWAA0&#038;nc=701ed00000rZsa5AAC\">Download now<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-five.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-five.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__cloud\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-cloud-layout-five.png\" alt=\"\">\n\t\t\n\t<\/div>\n\n\n\n<p>For a bigger picture look at Agentforce 360 and all the updates announced at Dreamforce 2025, visit <a href=\"https:\/\/www.salesforce.com\/au\/dreamforce\/\">Dreamforce Decoded for Australia &amp; New Zealand<\/a>, your ultimate virtual guide to Dreamforce. Explore exclusive local insights and content, and catch the very best sessions on-demand on Salesforce+.<\/p>\n\n\n\n<p>Now, let\u2019s explore the five stages that constitute the agent development lifecycle.<\/p>\n\n\n\n<!-- The script tag should live in the head of your page if at all possible -->\n<script type=\"text\/javascript\" async src=\"https:\/\/play.vidyard.com\/embed\/v4.js\"><\/script>\n\n<!-- Put this wherever you would like your player to appear -->\n<img decoding=\"async\"\n  style=\"width: 100%; margin: auto; display: block;\"\n  class=\"vidyard-player-embed\"\n  src=\"https:\/\/salesforce.vidyard.com\/watch\/k7HRWGxT97Syn22Admosv3\"\n  data-uuid=\"k7HRWGxT97Syn22Admosv3\"\n  data-v=\"4\"\n  data-type=\"inline\"\n\/>\n\n\n\n<p class=\"is-style-default\"><br>Salesforce\u2019s Jonathan Hatcher and Jessica Raicebe share the five stages of the Agentforce 360 agent development lifecycle, a proven framework built from lessons learned across thousands of global deployments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-ideate\"><strong>1. Ideate<\/strong><\/h3>\n\n\n\n<p>Every great agent starts with a great use case. The ideation stage is about identifying high-value opportunities where agents can make a measurable difference, like automating repetitive workflows, summarising information or surfacing insights for customers and employees.<\/p>\n\n\n\n<p>The key is balance: focus on low-risk, high-reward scenarios that deliver immediate value while keeping human oversight where it matters most.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-configure\"><strong>2. Configure<\/strong><\/h3>\n\n\n\n<p>Once you\u2019ve defined the \u201cwhy,\u201d it\u2019s time to shape the \u201chow.\u201d Configuration is all about context engineering: setting clear, unambiguous instructions that guide your agent\u2019s behaviour. Even subtle contradictions can create confusion for a large language model (LLM). Precision, structure and clarity at this stage make all the difference.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-test\"><strong>3. Test<\/strong><\/h3>\n\n\n\n<p>Unlike traditional software, agentic systems don\u2019t always behave exactly the same way every single time. That means testing isn\u2019t about a definitive pass or fail score, it\u2019s about continuously learning and improving. Teams should simulate real-world scenarios, capture both expected and unexpected outcomes, and then refine prompts, contexts and rules to build resilience into the system.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-deploy\"><strong>4. Deploy<\/strong><\/h3>\n\n\n\n<p>When it\u2019s time to go live, start small and scale with intention. Deploy sequentially across channels, whether it\u2019s web to mobile or messaging, and establish feedback loops that help you continuously measure performance and user satisfaction. Agent deployment isn\u2019t the finish line. When you become an Agentic Enterprise, deployment is the start of live, real-time iteration in the field.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-optimise\"><strong>5. Optimise<\/strong><\/h3>\n\n\n\n<p>Agents are dynamic digital teammates that learn, adapt, evolve and augment your human team members. Ongoing optimisation is how you deliver ongoing value over time. This means building observability into every deployment, monitoring performance, alleviating pressure points and diagnosing root causes when something doesn\u2019t work as expected. Leading teams are already using observability data to fine-tune context engineering and data pipelines, ensuring every improvement compounds into a smarter, more reliable agent.<\/p>\n\n\n\n<p>The agent development lifecycle represents a necessary mindset shift for the Agentic Enterprise. It\u2019s about moving fast, learning continuously and treating agents not as set-and-forget tools, but as dynamic systems that can evolve and drive real transformation.<\/p>\n\n\n\n<p>To dive deeper, <a href=\"https:\/\/www.salesforce.com\/au\/form\/agentforce\/agentforce-lessons-learned\/?d=701ed00000rZbHWAA0&amp;nc=701ed00000rZsa5AAC\">explore our white paper featuring 25 lessons learned from real customer deployments <\/a>across industries and geographies, and see how your organisation can put these principles into practice.<\/p>\n\n\n\n<div class=\"layout-one wp-block-salesforce-blog-offer\">\n\t<div class=\"wp-block-offer__wrapper\">\n\n\t\t<div class=\"wp-block-offer__content\">\n\t\t\t<h2 class=\"wp-block-offer__title\">From ideation to action with Agentforce 360<\/h2>\n\t\t\t\t\t\t\t<p class=\"wp-block-offer__description\">Discover what leading Agentic Enterprises learned from thousands of Agentforce deployments.<\/p>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"wp-block-button\">\n\t\t\t\t\t<a class=\"wp-block-button__link\" target=\"_blank\" href=\"https:\/\/www.salesforce.com\/au\/form\/agentforce\/agentforce-lessons-learned\/?d=701ed00000rZbHWAA0&#038;nc=701ed00000rZsa5AAC\">Download now<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t<div class=\"wp-block-offer__media\">\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t\t\t<div class=\"wp-block-offer__graphics wp-block-offer__contour\"><\/div>\n\t\n\t\t\t<!-- Standard Illustration -->\n\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__illustration\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-illustration-layout-one.png\" alt=\"\">\n\n\t\t<!-- Small Accent Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__accent\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-accent-layout-one.png\" alt=\"\">\n\t\t\n\t\t<!-- Left Side Illustration -->\n\t\t\n\t\t<!-- Cloud Illustration -->\n\t\t\t\t\t<img decoding=\"async\" class=\"wp-block-offer__graphics wp-block-offer__cloud\" src=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/themes\/salesforce-blog\/dist\/images\/offer-block\/offer-cloud-layout-one.png\" alt=\"\">\n\t\t\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"<p>From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.<\/p>\n","protected":false},"author":31,"featured_media":68358,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"sf_justforyou_enable_alt":true,"optimizely_content_id":"692fa861bee424ba45d06d3a","post_meta_title":"","ai_synopsis":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"sf_topic":[2625,2858,3285],"sf_content_type":[],"coauthors":[3278,3358],"class_list":["post-68344","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","sf_topic-platform","sf_topic-artificial-intelligence","sf_topic-agentforce"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Inside the Five-Stage Lifecycle Powering the Agentic Enterprise | Salesforce<\/title>\n<meta name=\"description\" content=\"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise\" \/>\n<meta property=\"og:description\" content=\"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\" \/>\n<meta property=\"og:site_name\" content=\"Salesforce\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/salesforce\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-07T22:58:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-07T22:58:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1440\" \/>\n\t<meta property=\"og:image:height\" content=\"810\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Jonathan Hatcher, Jessica Raicebe\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@salesforce\" \/>\n<meta name=\"twitter:site\" content=\"@salesforce\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Jonathan Hatcher and Jessica Raicebe\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\"},\"author\":[{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/c90be2297be4e0d60e70bf81adeeda02\"},{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/10d7bd36cdd4181942455487939b51cf\"}],\"headline\":\"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise\",\"datePublished\":\"2025-12-07T22:58:55+00:00\",\"dateModified\":\"2025-12-07T22:58:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\"},\"wordCount\":597,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg\",\"inLanguage\":\"en-AU\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\",\"name\":\"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise | Salesforce\",\"isPartOf\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg\",\"datePublished\":\"2025-12-07T22:58:55+00:00\",\"dateModified\":\"2025-12-07T22:58:56+00:00\",\"description\":\"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.\",\"inLanguage\":\"en-AU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-AU\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg\",\"contentUrl\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg\",\"width\":1440,\"height\":810},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#website\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/\",\"name\":\"Salesforce\",\"description\":\"Learn how to get ahead of trends and supercharge professional relationships\",\"publisher\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.salesforce.com\/au\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-AU\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#organization\",\"name\":\"Salesforce\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-AU\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/logo\/image\/\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Salesforce\"},\"image\":{\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/salesforce\",\"https:\/\/x.com\/salesforce\",\"https:\/\/instagram.com\/salesforce\",\"http:\/\/www.linkedin.com\/company\/salesforce\",\"http:\/\/www.youtube.com\/Salesforce\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/c90be2297be4e0d60e70bf81adeeda02\",\"name\":\"Jonathan Hatcher\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-AU\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/9f93ad71cf077ac7238387a86ba66a96\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/03\/1711426602835.jpeg?w=128&h=96&crop=1\",\"contentUrl\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/03\/1711426602835.jpeg?w=128&h=96&crop=1\",\"width\":128,\"height\":96,\"caption\":\"Jonathan Hatcher\"},\"description\":\"Jonathan leads the AI Solution Engineers for Australia. Jonathan has 25 years experience in technology, designing and building software, leading teams, leading businesses, across most industries and in both start up and enterprise. My career has spanned consulting, professional services, software development, leadership and AI.\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/author\/jonathan-hatcher\/\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/10d7bd36cdd4181942455487939b51cf\",\"name\":\"Jessica Raicebe\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-AU\",\"@id\":\"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/5876d62ca4a993c0c5e315bcb5c29c36\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/jessica-raicebe.png?w=128&h=96&crop=1\",\"contentUrl\":\"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/jessica-raicebe.png?w=128&h=96&crop=1\",\"width\":128,\"height\":96,\"caption\":\"Jessica Raicebe\"},\"description\":\"Specialising in AI product growth and strategy, Jessica bridges the gap between high-level AI theory and practical, boots-on-the-ground execution. Her expertise lies in architecting AI solutions, championing cross-functional collaboration, and creating organisational structure to scale complex initiatives. Jessica's ability to operate simultaneously at a strategic level and dive into tactical details ensures complex AI projects are not just conceptualised, but successfully implemented and operationalised.\",\"url\":\"https:\/\/www.salesforce.com\/au\/blog\/author\/jessica-raicebe\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise | Salesforce","description":"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/","og_type":"article","og_title":"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise","og_description":"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.","og_url":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/","og_site_name":"Salesforce","article_publisher":"https:\/\/www.facebook.com\/salesforce","article_published_time":"2025-12-07T22:58:55+00:00","article_modified_time":"2025-12-07T22:58:56+00:00","og_image":[{"width":1440,"height":810,"url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","type":"image\/jpeg"}],"author":"Jonathan Hatcher, Jessica Raicebe","twitter_card":"summary_large_image","twitter_creator":"@salesforce","twitter_site":"@salesforce","twitter_misc":{"Written by":"Jonathan Hatcher and Jessica Raicebe","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#article","isPartOf":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/"},"author":[{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/c90be2297be4e0d60e70bf81adeeda02"},{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/10d7bd36cdd4181942455487939b51cf"}],"headline":"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise","datePublished":"2025-12-07T22:58:55+00:00","dateModified":"2025-12-07T22:58:56+00:00","mainEntityOfPage":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/"},"wordCount":597,"commentCount":0,"publisher":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#organization"},"image":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","inLanguage":"en-AU","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/","url":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/","name":"Inside the Five-Stage Lifecycle Powering the Agentic Enterprise | Salesforce","isPartOf":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage"},"image":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage"},"thumbnailUrl":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","datePublished":"2025-12-07T22:58:55+00:00","dateModified":"2025-12-07T22:58:56+00:00","description":"From ideation to optimisation, the agent development lifecycle is helping organisations reimagine how they design, deploy, and evolve AI agents across the Agentic Enterprise.","inLanguage":"en-AU","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/"]}]},{"@type":"ImageObject","inLanguage":"en-AU","@id":"https:\/\/www.salesforce.com\/au\/blog\/inside-the-five-stage-lifecycle-powering-the-agentic-enterprise\/#primaryimage","url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","contentUrl":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","width":1440,"height":810},{"@type":"WebSite","@id":"https:\/\/www.salesforce.com\/au\/blog\/#website","url":"https:\/\/www.salesforce.com\/au\/blog\/","name":"Salesforce","description":"Learn how to get ahead of trends and supercharge professional relationships","publisher":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.salesforce.com\/au\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-AU"},{"@type":"Organization","@id":"https:\/\/www.salesforce.com\/au\/blog\/#organization","name":"Salesforce","url":"https:\/\/www.salesforce.com\/au\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-AU","@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/logo\/image\/","url":"","contentUrl":"","caption":"Salesforce"},"image":{"@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/salesforce","https:\/\/x.com\/salesforce","https:\/\/instagram.com\/salesforce","http:\/\/www.linkedin.com\/company\/salesforce","http:\/\/www.youtube.com\/Salesforce"]},{"@type":"Person","@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/c90be2297be4e0d60e70bf81adeeda02","name":"Jonathan Hatcher","image":{"@type":"ImageObject","inLanguage":"en-AU","@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/9f93ad71cf077ac7238387a86ba66a96","url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/03\/1711426602835.jpeg?w=128&h=96&crop=1","contentUrl":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/03\/1711426602835.jpeg?w=128&h=96&crop=1","width":128,"height":96,"caption":"Jonathan Hatcher"},"description":"Jonathan leads the AI Solution Engineers for Australia. Jonathan has 25 years experience in technology, designing and building software, leading teams, leading businesses, across most industries and in both start up and enterprise. My career has spanned consulting, professional services, software development, leadership and AI.","url":"https:\/\/www.salesforce.com\/au\/blog\/author\/jonathan-hatcher\/"},{"@type":"Person","@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/10d7bd36cdd4181942455487939b51cf","name":"Jessica Raicebe","image":{"@type":"ImageObject","inLanguage":"en-AU","@id":"https:\/\/www.salesforce.com\/au\/blog\/#\/schema\/person\/image\/5876d62ca4a993c0c5e315bcb5c29c36","url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/jessica-raicebe.png?w=128&h=96&crop=1","contentUrl":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/jessica-raicebe.png?w=128&h=96&crop=1","width":128,"height":96,"caption":"Jessica Raicebe"},"description":"Specialising in AI product growth and strategy, Jessica bridges the gap between high-level AI theory and practical, boots-on-the-ground execution. Her expertise lies in architecting AI solutions, championing cross-functional collaboration, and creating organisational structure to scale complex initiatives. Jessica's ability to operate simultaneously at a strategic level and dive into tactical details ensures complex AI projects are not just conceptualised, but successfully implemented and operationalised.","url":"https:\/\/www.salesforce.com\/au\/blog\/author\/jessica-raicebe\/"}]}},"jetpack_featured_media_url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Salesforce","distributor_original_site_url":"https:\/\/www.salesforce.com\/au\/blog","push-errors":false,"primary_topic":{"term_id":3285,"name":"Agentforce","slug":"agentforce","term_group":0,"term_taxonomy_id":3285,"taxonomy":"sf_topic","description":"","parent":0,"count":31,"filter":"raw"},"featured_image_url":"https:\/\/www.salesforce.com\/au\/blog\/wp-content\/uploads\/sites\/4\/2025\/12\/powering-the-agentic-enterprise-featured-image.jpg?w=1440","_links":{"self":[{"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/posts\/68344","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/users\/31"}],"replies":[{"embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/comments?post=68344"}],"version-history":[{"count":11,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/posts\/68344\/revisions"}],"predecessor-version":[{"id":68362,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/posts\/68344\/revisions\/68362"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/media\/68358"}],"wp:attachment":[{"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/media?parent=68344"}],"wp:term":[{"taxonomy":"sf_topic","embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/sf_topic?post=68344"},{"taxonomy":"sf_content_type","embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/sf_content_type?post=68344"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.salesforce.com\/au\/blog\/wp-json\/wp\/v2\/coauthors?post=68344"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}