{"id":11119,"date":"2025-04-22T08:00:00","date_gmt":"2025-04-22T15:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=11119"},"modified":"2025-04-24T15:56:47","modified_gmt":"2025-04-24T14:56:47","slug":"agentforce-customer-support-lessons-learned","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/in\/news\/stories\/agentforce-customer-support-lessons-learned\/","title":{"rendered":"Lessons from 500,000 Agentforce Customer Conversations \u2013 How AI Drives Empathy and Efficiency"},"content":{"rendered":"\n<p>Salesforce added <a href=\"https:\/\/www.salesforce.com\/in\/agentforce\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">Agentforce<\/a>, its digital labor platform, to the Salesforce Help site in October of 2024, giving customers 24\/7 AI-powered support.\u00a0<\/p>\n\n\n\n<p>It was a bold bet. The company was rolling out one of the <a href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/agentforce-customer-zero\/\" target=\"_blank\" rel=\"noreferrer noopener\">world\u2019s largest agentic deployments<\/a> to date. But six months later, <a href=\"https:\/\/www.salesforce.com\/in\/agentforce\/what-are-ai-agents\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">AI agents<\/a> have already handled more than 500,000 customer conversations and are resolving more than 84% of customer questions coming through Agentforce on <a href=\"http:\/\/help.saleforce.com\" target=\"_blank\" rel=\"noreferrer noopener\">help.salesforce.com<\/a> with a thoughtful balance of efficiency and empathy, giving support teams more time to focus on high-touch customer engagements and expand their professional skillsets.\u00a0<\/p>\n\n\n\n<p>Bernard Slowey, SVP of Digital Customer Success at Salesforce, was at the forefront of this remarkable transformation. He shared some powerful insights about how agents are redefining customer service \u2014 and why the future of <a href=\"https:\/\/www.salesforce.com\/agentforce\/digital-labor\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">digital labor<\/a> involves humans and AI working together for customer success.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q-what-were-the-biggest-surprises-from-the-first-500-000-conversations-with-agentforce\"><strong>Q. What were the biggest surprises from the first 500,000 conversations with Agentforce?<\/strong><\/h4>\n\n\n\n<p>The biggest surprise was the speed of adoption by our customers. We went live on October 11, and the volume of customer interaction on the site was incredible. We hit that 500,000 conversation milestone in just a few months.&nbsp;<\/p>\n\n\n\n<p>We also gained significant insights into prompt design and engineering within <a href=\"https:\/\/www.salesforce.com\/in\/agentforce\/agent-builder\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">Agent Builder<\/a>, a <a href=\"https:\/\/www.salesforce.com\/platform\/low-code-development-platform\/what-is-low-code\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">low-code<\/a> tool in Agentforce that allows users to build and customize AI agents for various tasks across Salesforce apps. For example, we now instruct Agentforce to prioritize Salesforce&#8217;s interests in its responses, to avoid commentary on arbitrary topics, and to focus on offering support as if it were a representative within the company.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q-what-s-driving-agentforce-s-fast-adoption-on-the-salesforce-help-site\"><strong>Q. What&#8217;s driving Agentforce&#8217;s fast adoption on the Salesforce Help site?<\/strong><\/h4>\n\n\n\n<p>Ease of use is a significant driver, but interestingly, another large driver is the added sense of comfort. We\u2019re seeing that customers are more willing to ask Agentforce questions that they might hesitate to ask a human support engineer, likely out of fear of judgment or embarrassment.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>There&#8217;s a different psychological dynamic at play when interacting with an autonomous AI agent. It feels less intimidating to most people. This is a big part of why Agentforce works so well in helping customers find the information they need.<\/p>\n<cite>Bernard Slowey, SVP of Digital Customer Success at Salesforce<\/cite><\/blockquote>\n\n\n\n<p>There&#8217;s a different psychological dynamic at play when interacting with an autonomous AI agent. It feels less intimidating to most people. This is a big part of why Agentforce works so well in helping customers find the information they need.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q-where-does-agentforce-excel-and-where-do-humans-step-in\"><strong>Q. Where does Agentforce excel, and where do humans step in?<\/strong><\/h4>\n\n\n\n<p><a href=\"https:\/\/www.salesforce.com\/in\/artificial-intelligence\/what-is-ai\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">AI<\/a> and human agents work best in tandem. We are continually analyzing conversations to identify the sticking points where customers transition from Agentforce to a human agent. By analyzing these interactions and evaluating what we \u2014 as humans \u2014 would have done differently, or what caused the need for human interventions, we are able to pinpoint areas for Agentforce improvement and refine the skill set. The two really go hand-in-hand.\u00a0<\/p>\n\n\n\n<p>Ultimately, our human service reps and engineers are vital for complex or nuanced customer needs and identifying knowledge gaps, while Agentforce has the advantage of 24\/7 availability. However, we believe in our #2 value of Customer Success and if a customer needs to reach a human support engineer quickly, they can, and we enable that experience efficiently.&nbsp;<\/p>\n\n\n\n<p>In total, only 4% of Agentforce conversations are handed off to a human support engineer, which is a very positive indicator that agents are able to solve most customer needs. And we do not aim to lower this rate; the 4% is purposeful. We are constantly fine-tuning to find the right mix of agent versus human support.&nbsp;<\/p>\n\n\n\n<aside class=\"contextual-driver has-text-align-left contextual-driver--curious-einstein\">\n\t<header class=\"tidbit-header\">\n\t\t<h2 class=\"tidbit-head\">\n\t\t\tSalesforce Is Running One of the World\u2019s Largest AI Deployments \u2014 on Itself.\t\t<\/h2>\n\t<\/header>\n\t<div class=\"tidbit-body\">\n\t\t<p><\/p>\t<\/div>\n\t\t\t<p class=\"tidbit-link label\">\n\t\t\t<a class=\"label has-right-arrow has-right-arrow--small\" href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/agentforce-customer-zero\/\" target=\"_blank\">\n\t\t\t\t<span>GO DEEPER<\/span>\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 14 10\">\n\t<path d=\"M13.92 5.38a1 1 0 000-.76.9.9 0 00-.17-.26.25.25 0 000-.07l-4-4a1 1 0 00-1.46 1.42L10.59 4H1.07a1 1 0 000 2h9.52l-2.3 2.29a1 1 0 000 1.42 1 1 0 001.42 0l4-4a.25.25 0 000-.07.9.9 0 00.21-.26z\" \/>\n<\/svg>\n\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<img class=\"tidbit img-curious-einstein\"\n\t\tsrcset=\"\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-curious-einstein-large@0.5x.png 84w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-curious-einstein-large@1x.png 168w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-curious-einstein-large@2x.png 336w\n\t\t\"\n\t\tsrc=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-curious-einstein-large@1x.png\"\n\t\talt=\"Illustration of curious-einstein\"\n\t\tsizes=\"(min-width:1024px) 175px, 130px\"\n\t>\n\t<\/aside>\n\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q-how-did-you-set-up-guardrails-for-agentforce-what-worked-and-what-didn-t\"><strong>Q. How did you set up guardrails for Agentforce? What worked and what didn\u2019t?<\/strong><\/h4>\n\n\n\n<p>Our approach was similar to training a new employee: providing content and coaching. We used <a href=\"https:\/\/developer.salesforce.com\/blogs\/2024\/10\/data-cloud-one-is-now-generally-available\" target=\"_blank\" rel=\"noreferrer noopener\">Data Cloud One<\/a> \u2013 a feature that significantly enhances multi-org development with Data Cloud, our hyperscale data engine \u2014 to ingest nearly 740,000 pieces of content from our help portal. This gave Agentforce a strong knowledge foundation. We also continuously added content over time, including developer-specific information. Good data is truly the greatest unlock to success, and Data Cloud was essential in helping us unify data from various sources so that we could drive the personalized engagement and agentic experiences we envisioned.<\/p>\n\n\n\n<p>Guardrails for AI were also crucial as they determined exactly how agents would answer and direct questions. We found that coaching Agentforce through phrases such as \u2018act in Salesforce&#8217;s best interest\u2019 yielded very good results. Similarly, we found that there are certain conversations that are better suited for humans to handle, so we asked Agentforce to direct any customer that asks a question about renewals to a live support engineer.<\/p>\n\n\n\n<aside class=\"contextual-driver has-text-align-left contextual-driver--mountain\">\n\t<header class=\"tidbit-header\">\n\t\t<h2 class=\"tidbit-head\">\n\t\t\tHow Salesforce Tackled the Employee Adoption Gap.\t\t<\/h2>\n\t<\/header>\n\t<div class=\"tidbit-body\">\n\t\t<p><\/p>\t<\/div>\n\t\t\t<p class=\"tidbit-link label\">\n\t\t\t<a class=\"label has-right-arrow has-right-arrow--small\" href=\"https:\/\/www.salesforce.com\/news\/stories\/agentic-ai-rollout-employee-adoption\/\" target=\"_blank\">\n\t\t\t\t<span>READ THE STORY<\/span>\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 14 10\">\n\t<path d=\"M13.92 5.38a1 1 0 000-.76.9.9 0 00-.17-.26.25.25 0 000-.07l-4-4a1 1 0 00-1.46 1.42L10.59 4H1.07a1 1 0 000 2h9.52l-2.3 2.29a1 1 0 000 1.42 1 1 0 001.42 0l4-4a.25.25 0 000-.07.9.9 0 00.21-.26z\" \/>\n<\/svg>\n\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<img class=\"tidbit img-mountain\"\n\t\tsrcset=\"\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-mountain-large@0.5x.png 84w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-mountain-large@1x.png 168w,\n\t\t\thttps:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-mountain-large@2x.png 336w\n\t\t\"\n\t\tsrc=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/themes\/newsroom\/assets\/images\/article-tidbit-mountain-large@1x.png\"\n\t\talt=\"Illustration of mountain\"\n\t\tsizes=\"(min-width:1024px) 175px, 130px\"\n\t>\n\t<\/aside>\n\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-q-are-there-any-moments-on-this-journey-with-agentforce-that-have-stood-out-to-you-in-particular\"><strong>Q. Are there any moments on this journey with Agentforce that have stood out to you in particular?<\/strong><\/h4>\n\n\n\n<p>One support engineer shared an interaction where a customer had a pretty tricky question about email relay and opened a customer support case to get some answers. But while he was waiting for a response, he saw Agentforce on the Salesforce Help site and figured he&#8217;d give it a shot.<\/p>\n\n\n\n<p>The customer didn&#8217;t just ask for a simple answer about email relay; he was really digging in, asking follow-up questions, trying to understand all the components \u2014 he went back and forth with Agentforce for a while. He was blown away by the experience and the level of detail in Agentforce\u2019s responses. So much so that he actually sent the whole conversation to our support engineer and essentially said, \u2018Hey, you can close my case now. Agentforce just resolved my issues.\u2019<\/p>\n\n\n\n<p>It was great validation for the work we\u2019re doing.<\/p>\n\n\n\n<aside class=\"more-from-block more-from-block--2 alignfull wp-block-newsroom-moreontopic\">\n\t<div class=\"more-from-block__content\">\n\t\t\t\t\t<h4 class=\"more-from-block__title\">Related<\/h4>\n\t\t\n\t\t<div class=\"more-from-block__cards more-from-block__cards--2\"\n\t\t\t\t>\n\t\t\t\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"13312\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/in\/news\/stories\/salesforce-south-asia-anthem\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"575\" src=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1024\" class=\"content-card__image\" alt=\"One Salesforce, One South Asia\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png 2228w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=300&amp;h=169 300w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=768&amp;h=432 768w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1024&amp;h=575 1024w, 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https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=343&amp;h=193 343w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1414&amp;h=796 1414w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Screenshot-2026-03-06-at-4.51.16-PM-1.png?w=1218&amp;h=684 1218w\" \/>\t\t\t\t\t<\/div>\n\t\n\t<div class=\"content-card__content-container content-card__content-container--style-\">\n\t\t\n\t\t\n\t\t\t\t\t<h3 itemprop=\"headline\" class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/in\/news\/stories\/salesforce-south-asia-anthem\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\tThe Sound of Salesforce South Asia: Celebrating Our People and Culture\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t1 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\n\n<article\t\t\titemscope=\"\"\n\t\titemtype=\"https:\/\/schema.org\/Article\"\n\t\tdata-card-id=\"13323\"\n\t\tclass=\"content-card content-card--large-inline is-entire-area-clickable content-card--is-boxed\"\n\t\t\tdata-clickable-area-link=\"https:\/\/www.salesforce.com\/in\/news\/stories\/ai-foundry-announcement\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t<img width=\"1024\" height=\"576\" src=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=1024\" class=\"content-card__image\" alt=\"Salesforce Launches AI Foundry to Accelerate Enterprise AI\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png 1200w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=300&amp;h=169 300w, 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https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=678&amp;h=381 678w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=150&amp;h=84 150w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=314&amp;h=177 314w, https:\/\/www.salesforce.com\/in\/news\/wp-content\/uploads\/sites\/20\/2026\/03\/Salesforce-AI-Research-Launches-AI-Foundry-a-New-Initiative-to-Accelerate-System-Level-Enterprise-AI.png?w=343&amp;h=193 343w\" \/>\t\t\t\t\t<\/div>\n\t\n\t<div class=\"content-card__content-container content-card__content-container--style-\">\n\t\t\n\t\t\n\t\t\t\t\t<h3 itemprop=\"headline\" class=\"content-card__title\">\n\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"https:\/\/www.salesforce.com\/in\/news\/stories\/ai-foundry-announcement\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"_blank\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-card__title-link\"\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\tSalesforce AI Research Launches AI Foundry to Accelerate System-Level Enterprise AI\t\t\t\t<\/a>\t\t\t<\/h3>\n\t\t\n\t\t\t\t\n\t\t\n\t\t\t\t\t<div itemprop=\"readTime\" class=\"content-card__read-time\">\n\t\t\t\t3 min read\t\t\t<\/div>\n\t\t\n\t\t\t<\/div>\n\n<\/article>\n\n\t\t<\/div>\n\t\t<noscript>\n<div class=\"pagination-fallback\">\n\n\t\t<a href=\"https:\/\/www.salesforce.com\/in\/news\/wp-json\/wp\/v2\/posts\/11119\/page\/2\/?bc=OTH#section-title\">\n\t\t\tOlder Posts\t\t<\/a>\n\t\t<\/div>\n<\/noscript>\n\t<\/div>\n<\/aside>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-go-deeper\"><strong>Go deeper:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>See how <a href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/agentforce-customer-zero\/\" target=\"_blank\" rel=\"noreferrer noopener\">Salesforce is using Agentforce within the company<\/a><\/li>\n\n\n\n<li>Read <a href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/agentic-ai-reshapes-workforce\/\" target=\"_blank\" rel=\"noreferrer noopener\">how digital labor will reshape the enterprise<\/a><\/li>\n\n\n\n<li>Discover <a href=\"https:\/\/www.salesforce.com\/in\/agentforce\/what-are-ai-agents\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">What are AI Agents?<\/a><\/li>\n\n\n\n<li>Read how <a href=\"https:\/\/www.salesforce.com\/in\/news\/stories\/inventing-future-of-ai-agents\/\" target=\"_blank\" rel=\"noreferrer noopener\">Agentforce is inventing the future of agents<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Salesforce added Agentforce, its digital labor platform, to the Salesforce Help site in October of 2024, giving customers 24\/7 AI-powered support.\u00a0 It was a bold bet. The company was rolling out one of the world\u2019s largest agentic deployments to date. 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