{"id":95941,"date":"2026-10-13T08:00:00","date_gmt":"2026-10-13T15:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=95941"},"modified":"2026-10-12T13:20:05","modified_gmt":"2026-10-12T20:20:05","slug":"ai-model-choice","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/news\/stories\/ai-model-choice\/","title":{"rendered":"Why Salesforce Lets You Pick the Right AI Model for the Job"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Not every job calls for the same <a href=\"https:\/\/www.salesforce.com\/artificial-intelligence\/ai-models\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">AI model<\/a>. Some tasks, like routing a case or updating an opportunity, need precise multistep reasoning. Others might need to be done particularly quickly or cost-effectively.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So rather than forcing customers to stick with a single tool, Salesforce gives them flexibility to use whichever model works best for any given use case, whether it\u2019s a frontier, open, or custom model like Koa. Salesforce\u2019s <a href=\"https:\/\/www.salesforce.com\/news\/stories\/why-we-post-trained-our-own-reasoning-model\/\" target=\"_blank\" rel=\"noreferrer noopener\">first CRM reasoning model<\/a>, <a href=\"https:\/\/www.salesforce.com\/agentforce\/koa\/\" target=\"_blank\" rel=\"noreferrer noopener\">Koa<\/a> is purpose-built for the work enterprises do. Built in collaboration with NVIDIA and running inside the Salesforce trust boundary, it\u2019s trained in simulations drawn from 27 years of Salesforce experience running CRM workflows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It\u2019s orchestrated alongside frontier models rather than in place of them, and that flexibility is central to how Salesforce approaches enterprise AI. As Chief Data Officer Michael Andrew puts it, \u201cWe believe in giving our customers choice, that you can pick the model that\u2019s right for your particular use case \u2026 and that you have the flexibility to keep evolving and changing what model you use.\u201d&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When the Salesforce Newsroom caught up with Andrew, he also explored the flexibility that multiplayer AI now offers users in <a href=\"https:\/\/slack.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Slack<\/a>. Instead of one person, one screen, and one agent in a private tab, people and agents work out in the open on shared context so the whole team learns from every exchange. In that setup, Andrew said, the agent is \u201cworking with your team together, and it has all the shared context.\u201d No matter what model it\u2019s based on.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Watch the video here, or see the transcript below.<\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-vidyard wp-block-embed-vidyard\"><div class=\"wp-block-embed__wrapper\">\n<script type=\"text\/javascript\" async src=\"https:\/\/play.vidyard.com\/embed\/v4.js\"><\/script><img decoding=\"async\"  style=\"width: 100%; margin: auto; display: block;\"  class=\"vidyard-player-embed\"  src=\"https:\/\/play.vidyard.com\/8V3bVwLcg4b8rQrGoyZLdE.jpg\"  data-uuid=\"8V3bVwLcg4b8rQrGoyZLdE\"  data-v=\"4\"  data-type=\"inline\"  data-width=\"500\"  data-height=\"187\"\/>\n<\/div><\/figure>\n\n\n\n<h5 id=\"h-q-what-s-the-difference-between-a-deterministic-and-a-probabilistic-system-nbsp\" class=\"wp-block-heading\"><strong>Q: What\u2019s the difference between a deterministic and a probabilistic system?&nbsp;<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Andrew:<\/strong> When you press the power button on your TV, it\u2019s always going to come on. That\u2019s deterministic. You tell your child, \u2018Hey, will you turn off the TV?\u2019 Maybe they do. Maybe they don\u2019t. <a href=\"https:\/\/www.salesforce.com\/agentforce\/ai-agents\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">Agents<\/a> are the same way. Software is deterministic. If you open a case about your customer, if a customer files an issue, every time you press that button, you\u2019re going to open a case. Businesses have always run on deterministic systems, which guarantee you\u2019re going to get the same thing every time, everywhere in the world.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can get a new employee, you can try to train them to do the best possible, but that new employee might make mistakes. That\u2019s what the nondeterministic systems of AI are like \u2014 they\u2019re basically big artificial brains. You can train them, you can guide them, but they\u2019re not always going to be reliable.&nbsp;<\/p>\n\n\n\n<h5 id=\"h-q-why-should-a-company-s-deterministic-systems-be-able-to-connect-to-any-model-nbsp\" class=\"wp-block-heading\"><strong>Q: Why should a company\u2019s deterministic systems be able to connect to any model?&nbsp;<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Andrew:<\/strong> Different models have different strengths and weaknesses, and they\u2019re changing all the time.&nbsp; All the companies are competing to produce different models, and of course, you have big frontier foundation models produced from partners like Anthropic and OpenAI, but you also have open-source models. You have custom models, like we just released a model partnering with NVIDIA that\u2019s customized from Salesforce.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So we believe in giving our customers choice, that you can pick the model that\u2019s right for your particular use case and cost and value, but knowing that your data is secure, that you can run your process, and you have the flexibility to keep evolving and changing what model you use for the use case. And it\u2019s based on that speed of resolution and cost.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI is a fuel; it\u2019s more fuel into your engine, and we want to let that fuel come from anywhere, whether it&#8217;s Anthropic and Claude, OpenAI and ChatGPT, or any of the many partners that we\u2019re announcing for <a href=\"https:\/\/www.salesforce.com\/artificial-intelligence\/?d=cta-body-promo-8\" target=\"_blank\" rel=\"noreferrer noopener\">AIforce<\/a>.&nbsp;<\/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\tdata-card-id=\"95956\"\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\/news\/stories\/operational-intelligence-ai-radar\/\"\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=\"577\" src=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/10\/789_1026_T06_From-Radar-to-Reasoning-Why-Enterprise-AI-Finally-Watches-Your-Business-in-Real-Time_a_v2_101226.jpg?w=1024\" class=\"content-card__image\" alt=\"Stylized clock overlaying a visualization of an enterprise AI network.\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/10\/789_1026_T06_From-Radar-to-Reasoning-Why-Enterprise-AI-Finally-Watches-Your-Business-in-Real-Time_a_v2_101226.jpg 1200w, 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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\/news\/stories\/operational-intelligence-ai-radar\/\"\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\tFrom Radar to Reasoning: Why Enterprise AI Finally Watches Your Business in Real Time\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\n\n<article\t\t\tdata-card-id=\"95824\"\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\/news\/stories\/giving-ai-autonomy-without-running-wild\/\"\n\t>\n\t\t\t<div class=\"content-card__image-container\" itemprop=\"image\" itemscope 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https:\/\/www.salesforce.com\/news\/wp-content\/uploads\/sites\/3\/2026\/10\/789_0926_T48_Kathy-Baxter-QA-\u2014-Trust-Determinism-AI-Doomerism_b_v1_093026.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\/news\/stories\/giving-ai-autonomy-without-running-wild\/\"\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\tTrustworthy, Explainable, and Accountable: How to Give AI Autonomy Without Letting It Run Wild\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\t4 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\/news\/wp-json\/wp\/v2\/posts\/95941\/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<h5 id=\"h-q-why-is-it-critical-to-deliver-agentic-actions-in-places-where-people-already-work-nbsp\" class=\"wp-block-heading\"><strong>Q: Why is it critical to deliver agentic actions in places where people already work?&nbsp;<\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Andrew:<\/strong> We use Slack every day. I think 85,000 employees are talking with their colleagues, talking about their projects, talking about their accounts. You don\u2019t want to have to go somewhere else. Now you can just talk to your agent and say, \u201cHey, agent, help me out. Suddenly, boom! The agent\u2019s in the chat, and it\u2019s your digital colleague right there in the flow of work with you.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And importantly, in Slack, it also comes with security and permissions. It\u2019s to your channels, to what you want to allow it to do. And I look at Slack\u2019s real power with agents is that it\u2019s teamwork. It\u2019s another team member with you in the same way you work with your team right now. Now you have an agent that\u2019s working with your team together, and it has all the shared context. It can know what you were talking about with that deal or that customer issue. Now the agent has the same context as your team members, and it can now help you with that right context to help you do whatever you need to do.<\/p>\n\n\n\n<h4 id=\"h-go-deeper\" class=\"wp-block-heading\"><strong>Go deeper:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Toward <a href=\"https:\/\/www.salesforce.com\/news\/stories\/toward-self-improving-agents\/\" target=\"_blank\" rel=\"noreferrer noopener\">self-improving agents<\/a><\/li>\n\n\n\n<li>How we <a href=\"https:\/\/www.salesforce.com\/news\/stories\/cutting-inference-spend-by-right-sizing-models\/\" target=\"_blank\" rel=\"noreferrer noopener\">cut inference spend<\/a> by right-sizing our models&nbsp;<\/li>\n\n\n\n<li>Pioneering Salesforce Engineering\u2019s <a href=\"https:\/\/www.salesforce.com\/news\/stories\/agentic-shift-for-salesforce-engineers\/\" target=\"_blank\" rel=\"noreferrer noopener\">agentic shift<\/a>&nbsp;<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Salesforce Chief Data Officer Michael Andrew explains how purpose-built models like Koa and multiplayer AI in Slack fit together.<\/p>\n","protected":false},"author":637,"featured_media":95964,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"sf_subhead":"","sf_i18n_disclaimer":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"alternateThumbnailId":0,"sf_product_cta_id":0,"sf_show_toc":false,"footnotes":""},"categories":[1],"tags":[],"sf_content_type":[1728],"sf_theme":[21184],"sf_topic":[21212,20528,21187],"sf_product":[2410],"sf_industry":[],"sf_role":[],"sf_multimedia_asset":[],"sf_location":[1798],"sf_collection":[],"sf_visibility":[],"coauthors":[19181],"class_list":["post-95941","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","sf_content_type-snapshots","sf_theme-agentic-ai","sf_topic-agentic-enterprise","sf_topic-agents","sf_topic-ai","sf_product-slack","sf_location-global"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.2 (Yoast SEO v28.2) - 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