{"id":31852,"date":"2026-03-05T15:17:52","date_gmt":"2026-03-05T15:17:52","guid":{"rendered":"https:\/\/www.intercom.com\/blog\/?p=31852"},"modified":"2026-03-20T13:55:07","modified_gmt":"2026-03-20T13:55:07","slug":"support-is-the-blueprint-for-company-wide-ai","status":"publish","type":"post","link":"https:\/\/www.intercom.com\/blog\/support-is-the-blueprint-for-company-wide-ai\/","title":{"rendered":"Transformation in action: When support becomes the blueprint for company-wide AI"},"content":{"rendered":"<p>Building a great end-to-end customer experience with AI means going beyond support.<\/p>\n<p>Every customer touchpoint, from the first sales conversation through to post-sales support and success, is an opportunity to get it right. Other teams are now turning to AI to transform how they show up for customers, and support, which led the way, has already written the blueprint.<\/p>\n<p>In <em><a href=\"https:\/\/www.intercom.com\/customer-transformation-report?utm_source=blog&amp;utm_medium=internal&amp;utm_campaign=20260128-report-owned-2026cstransformationreport&amp;utm_content=chapterseries_4\">The 2026 Customer Service Transformation Report<\/a><\/em>, it\u2019s clear most businesses are thinking about what\u2019s next, with more than half planning to scale AI to other departments. Interestingly, they often cite their early success with AI in support as motivation for the move. This makes support teams uniquely positioned to help lead the transition, a strategic role unimaginable just two years ago.<\/p>\n<p>This week, we\u2019ll look at how teams are introducing AI to other parts of the business, how to think about this expansion effort, and the new opportunities it creates for support leaders.<\/p>\n<blockquote>\n<h4>This is part five of our five-part deep dive into our new research: \u201cThe 2026 Customer Service Transformation Report.\u201d We\u2019ll be sharing all five editions on our blog and on <a href=\"https:\/\/www.linkedin.com\/build-relation\/newsletter-follow?entityUrn=7396628797963309057\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a>.<\/h4>\n<h4>If you\u2019d like to get straight to the report, download it\u00a0<a href=\"https:\/\/www.intercom.com\/customer-transformation-report?utm_source=blog&amp;utm_medium=internal&amp;utm_campaign=20260128-report-owned-2026cstransformationreport&amp;utm_content=chapterseries_4\" target=\"_blank\" rel=\"noopener\">here<\/a>.<\/h4>\n<\/blockquote>\n<h2 id=\"support-is-just-the-beginning\">Support is just the beginning<\/h2>\n<p><span style=\"font-weight: 400;\">Support was the first proving ground for AI, and <\/span><a href=\"https:\/\/www.intercom.com\/customer-transformation-report?utm_source=blog&amp;utm_medium=internal&amp;utm_campaign=20260128-report-owned-2026cstransformationreport&amp;utm_content=chapterseries_4\"><span style=\"font-weight: 400;\">our research<\/span><\/a><span style=\"font-weight: 400;\"> suggests that businesses are now planning to expand its use to other areas based on the results it\u2019s yielded so far. Fifty-two percent of respondents said that their organizations are actively planning to scale AI to other departments in 2026.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31853 size-full\" src=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37.png\" alt=\"52% of organizations are planning to scale AI to other departments in 2026. 57% of organizations report that success with AI in support is driving the decision to expand. \" width=\"1568\" height=\"1264\" srcset=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37.png 1568w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37-300x242.png 300w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37-700x564.png 700w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37-768x619.png 768w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37-1536x1238.png 1536w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.43.37-1320x1064.png 1320w\" sizes=\"auto, (max-width: 1568px) 100vw, 1568px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">What will this look like? Our customers are already finding out.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">My favorite example is <\/span><a href=\"https:\/\/fin.ai\/customers\/whoop\"><span style=\"font-weight: 400;\">WHOOP<\/span><\/a><span style=\"font-weight: 400;\">, the fitness wearables company. They offer a premium product which makes their sales conversations more consultative than transactional. Customers want to know \u201cWhich membership is right for me?\u201d or \u201cHow often do I need to charge my WHOOP?\u201d According to <\/span><a href=\"https:\/\/www.linkedin.com\/in\/emily-shirley-390a60b2\/\"><span style=\"font-weight: 400;\">Emily Shirley<\/span><\/a><span style=\"font-weight: 400;\">, Business Manager for Growth Product at WHOOP, if someone chatted with the inside sales team, they were twice as likely to convert, but they didn\u2019t have enough reps to respond to incoming queries fast enough. Customers could wait more than 10 hours for a reply.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With a big product launch on the line and an anticipated spike in prospective customer conversations, their three-person team needed help. So they deployed Fin to the \u201cJoin\u201d page, the final step before purchase.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With Fin resolving 84% of inbound questions, the sales team was able to focus on high-value leads. Together, they drove a 130% increase in attributable sales.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The team is now exploring ways to expand Fin beyond FAQs, focusing on personalised conversation flows, multi-product recommendations, and richer data capture. As Emily says: \u201cThere are so many parts of the buyer journey where this applies. We\u2019ve only scratched the surface.\u201d\u00a0<\/span><\/p>\n<h2 id=\"avoiding-experience-silos\">Avoiding experience silos<\/h2>\n<p>It\u2019s clear there\u2019s a desire to push AI to other parts of the customer lifecycle, but there is a risk hidden in this expansion. If sales, customer success, and other departments all launch their own Agent, each operating in isolation, you can end up fragmenting the very thing our research says teams want to create. The second-most cited reason for pushing AI beyond support: desire for a unified customer experience.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31854 size-full\" src=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.45.04.png\" alt=\"&quot;What's driving your organization's decision to expand AI beyond support?&quot; - 57%: Success we've seen with AI in support - 49%: Desire to create a unified customer experience. - 33%: Pressure to scale other functions without growing headcount. - 31%: Other departments requesting AI capabilities. \" width=\"1066\" height=\"1244\" srcset=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.45.04.png 1066w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.45.04-257x300.png 257w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.45.04-600x700.png 600w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/Screenshot-2026-03-02-at-14.45.04-768x896.png 768w\" sizes=\"auto, (max-width: 1066px) 100vw, 1066px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Without shared context, each handoff becomes a source of friction where customers could receive inconsistent answers or be asked to repeat information.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The opportunity (and the challenge) is to keep the customer at the center. Instead of department-specific Agents that operate independently, we must strive for cohesion.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is the future we&#8217;re building toward. We previously shared <\/span><a href=\"https:\/\/fin.ai\/customer-agent\"><span style=\"font-weight: 400;\">our vision<\/span><\/a><span style=\"font-weight: 400;\"> of Fin becoming a \u201cCustomer Agent,\u201d capable of handling the entire customer experience. This will mean Fin can function in many roles, supported by a memory that grows with the customer over time and deep knowledge of the business, creating a seamless experience for every interaction.\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31855 size-full\" src=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram.jpg\" alt=\"Fin Customer Agent architecture: Roles, Goals, Memory and User Context, Business Knowledge, and Interoperability. \" width=\"1936\" height=\"1100\" srcset=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram.jpg 1936w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram-300x170.jpg 300w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram-700x398.jpg 700w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram-768x436.jpg 768w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram-1536x873.jpg 1536w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/03\/diagram-1320x750.jpg 1320w\" sizes=\"auto, (max-width: 1936px) 100vw, 1936px\" \/><\/p>\n<h2 id=\"a-new-frontier-for-customer-service-teams\">A new frontier for customer service teams<\/h2>\n<p><span style=\"font-weight: 400;\">Pushing AI into new parts of the business requires someone to own the process. And for many organizations, that\u2019s the support team. Nearly a third of respondents (32%) confirmed their customer service teams are leading their business&#8217; AI transformation strategy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This presents a real opportunity for support teams to shape the future of customer experience. Instead of each function reinventing the wheel, support can act as a center of excellence, defining shared standards, guardrails, and operating practices that drive performance.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As our Senior Director of Human Support, Bobby Stapleton, <\/span><a href=\"https:\/\/www.intercom.com\/blog\/preparing-for-the-customer-agent-future\/\"><span style=\"font-weight: 400;\">puts<\/span><\/a><span style=\"font-weight: 400;\"> it: &#8220;You already manage the most complex, high-volume customer interactions; you have rich data on customer needs and behavior; and you know how Agents perform in the real world. Those insights will be invaluable as AI scales across your business.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We&#8217;re beginning to see this in our own team. As Fin has moved into sales, so too has our Senior Conversation Designer, <\/span><a href=\"https:\/\/www.linkedin.com\/in\/fred-w-06a41814a\/\"><span style=\"font-weight: 400;\">Fred Walton<\/span><\/a><span style=\"font-weight: 400;\">. Fred has <\/span><a href=\"https:\/\/www.youtube.com\/watch?v=rThtx2VcLtQ\"><span style=\"font-weight: 400;\">owned<\/span><\/a><span style=\"font-weight: 400;\"> Fin&#8217;s service agent since we first rolled it out \u2013 learning what works, what doesn&#8217;t, and how to phase changes without breaking what&#8217;s already running. When it came to rolling out Fin Sales Agent, it made more sense to bring that expertise across than to start from scratch. Not least because a customer can start with a sales question and end up with a support one. Someone needed to make sure those two experiences worked as one.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As Agents like Fin expand their capabilities and move into new areas, we believe many customer service leaders will see their roles expand to include AI implementation across the customer journey.\u00a0<\/span><\/p>\n<h2 id=\"the-blueprint-is-being-written\">The blueprint is being written<\/h2>\n<p><span style=\"font-weight: 400;\">Achieving perfect customer experience is AI\u2019s biggest promise. But in order to get there, teams need to be smart about the solutions they deploy. A unified Customer Agent capable of handling the entire journey end-to-end will have a significant advantage, delivering consistent, context-aware experiences across every interaction.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The Customer Agent future is being built right now, and it\u2019s starting with the team pioneering AI transformation from the very beginning: support. For leaders in these organizations, this is a rare opportunity to shape how customer relationships will be built and maintained in the AI era.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Next week, we&#8217;ll look at Intercom\u2019s own transformation and what an AI-first support organization looks like in practice. <\/span><\/p>\n<hr \/>\n<p>You can follow the weekly series here on our blog, or <a href=\"https:\/\/www.linkedin.com\/build-relation\/newsletter-follow?entityUrn=7396628797963309057\" target=\"_blank\" rel=\"noopener\">subscribe on LinkedIn<\/a> to see it on your feed.<\/p>\n<p><a href=\"https:\/\/www.intercom.com\/customer-transformation-report?utm_source=blog&amp;utm_medium=internal&amp;utm_campaign=20260128-report-owned-2026cstransformationreport&amp;utm_content=chapterseries_4\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-31747 size-full\" src=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal.png\" alt=\"Get the 2026 customer service transformation report\" width=\"2400\" height=\"1120\" srcset=\"https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal.png 2400w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-300x140.png 300w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-700x327.png 700w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-768x358.png 768w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-1536x717.png 1536w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-2048x956.png 2048w, https:\/\/www.intercom.com\/blog\/wp-content\/uploads\/2026\/01\/CST26_Blog_CTA_Horizontal-1320x616.png 1320w\" sizes=\"auto, (max-width: 2400px) 100vw, 2400px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As AI spreads beyond support, the teams who pioneered it are becoming the blueprint for company-wide transformation.<\/p>\n","protected":false},"author":518,"featured_media":31856,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"category":[3],"tags":[25467],"coauthors":[25010],"class_list":["post-31852","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-customer-support","tag-2026-customer-service-transformation-report"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Transformation in action: When support becomes the blueprint for company-wide AI - The Intercom Blog<\/title>\n<meta name=\"description\" content=\"As AI spreads beyond support, the teams who pioneered it are becoming the blueprint for company-wide transformation.\" \/>\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.intercom.com\/blog\/support-is-the-blueprint-for-company-wide-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Transformation in action: When support becomes the blueprint for company-wide AI\" \/>\n<meta property=\"og:description\" content=\"As AI spreads beyond support, the teams who pioneered it are becoming the blueprint for company-wide transformation.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.intercom.com\/blog\/support-is-the-blueprint-for-company-wide-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"The Intercom Blog\" \/>\n<meta property=\"article:publisher\" 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