{"id":307808,"date":"2025-03-13T01:26:53","date_gmt":"2025-03-13T08:26:53","guid":{"rendered":"https:\/\/www.saastr.com\/?p=307808"},"modified":"2025-03-14T08:29:42","modified_gmt":"2025-03-14T15:29:42","slug":"the-new-rules-of-ai-startup-growth-5-key-lessons-from-cohere-together-ai-salesforce-ventures","status":"publish","type":"post","link":"https:\/\/www.saastr.com\/the-new-rules-of-ai-startup-growth-5-key-lessons-from-cohere-together-ai-salesforce-ventures\/","title":{"rendered":"The New Rules of AI Startup Growth: 5 Key Lessons from Cohere, Together AI &#038; Salesforce Ventures"},"content":{"rendered":"<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">The Traditional &#8220;Triple, Triple, Double, Double, Double&#8221; Rule is Dead for AI Startups<\/h2>\n<p class=\"whitespace-pre-wrap break-words\">If you&#8217;ve been in SaaS for a while, you know the classic growth rule of thumb: &#8220;Triple, Triple, Double, Double, Double.&#8221; It was the gold standard for B2B software companies scaling from $1M to $100M ARR.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">But here&#8217;s the thing &#8211; AI startups are breaking this model entirely.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Take Glean and Harvey. They&#8217;re not just beating the old model; they&#8217;re shattering it. Glean grew 20x in a single year. Harvey hit 10x. The bar isn&#8217;t just higher &#8211; it&#8217;s in a different stratosphere.<\/p>\n<p><iframe title=\"Scaling a Category Defining AI from 0-100 w\/ Lessons from Cohere, Together AI &amp; Salesforce Ventures\" width=\"1080\" height=\"608\" data-src=\"https:\/\/www.youtube.com\/embed\/YEqQUbKhVW4?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.saastr.com\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe><\/p>\n<p class=\"whitespace-pre-wrap break-words\">A deep dive with two leaders at the forefront of AI startup scaling and investment.<\/p>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">Meet Our Experts<\/h2>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">Rajan Sheth<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">General Partner at Hypergrowth Partners and interim CMO at Together AI, Rajan brings a unique perspective from both the operational and investment sides of AI scaling. Previously leading growth at Cohere and Heroku, he&#8217;s been instrumental in scaling multiple category-defining companies in the AI space.<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">Emily Zhao<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">Principal at Salesforce Ventures, Emily leads AI investments for one of tech&#8217;s most active venture funds, with over $6B deployed across 400+ investments. Her portfolio includes some of the most promising companies in AI, including Cohere, Runway, and Together AI.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Together, they bring insights from having seen and shaped the playbooks of dozens of AI companies going from $0 to $100M+ ARR.<\/p>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">What&#8217;s Really Different? The Rise of &#8220;Experimental Revenue&#8221;<\/h2>\n<p class=\"whitespace-pre-wrap break-words\">Here&#8217;s what&#8217;s fascinating: we&#8217;re seeing something entirely new in the AI space &#8211; what I&#8217;ll call &#8220;Experimental Revenue.&#8221; It&#8217;s a phenomenon where customers are paying real money, but not in the way we&#8217;re used to in traditional SaaS.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Why? Three key factors:<\/p>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Application Novelty: We&#8217;re seeing an explosion of new use cases and solutions<\/li>\n<li class=\"whitespace-normal break-words\">Technology Novelty: The underlying tech is evolving at breakneck speed<\/li>\n<li class=\"whitespace-normal break-words\">Customer Behavior Novelty: Even enterprise customers are running multiple concurrent pilots<\/li>\n<\/ol>\n<p class=\"whitespace-pre-wrap break-words\">The result? Companies are seeing massive growth numbers, but with a catch &#8211; high churn rates and unpredictable usage patterns.<\/p>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">The Real Signs of &#8220;Experimental&#8221; vs &#8220;Real&#8221; ARR<\/h2>\n<p class=\"whitespace-pre-wrap break-words\">Want to spot the difference? Here are the tell-tale signs:<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">Real ARR Signals:<\/h3>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Increasing contract lengths (beyond 6 months)<\/li>\n<li class=\"whitespace-normal break-words\">External-facing production use cases<\/li>\n<li class=\"whitespace-normal break-words\">Stable usage patterns post-feature releases<\/li>\n<li class=\"whitespace-normal break-words\">Single-vendor decisions for critical use cases<\/li>\n<\/ul>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">Experimental Revenue Red Flags:<\/h3>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">High growth coupled with high churn<\/li>\n<li class=\"whitespace-normal break-words\">Usage spikes only around new feature releases<\/li>\n<li class=\"whitespace-normal break-words\">Multiple vendor testing for the same use case<\/li>\n<li class=\"whitespace-normal break-words\">Short contract lengths with no progression<\/li>\n<\/ul>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">The New GTM Playbook: Why Marketing-Led is Winning<\/h2>\n<p class=\"whitespace-pre-wrap break-words\">Here&#8217;s what&#8217;s really interesting &#8211; the next generation of successful AI companies will be marketing-led, not product or sales-led. Why? Because the market is moving too fast for traditional enterprise sales cycles.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Successful companies are running three motions simultaneously:<\/p>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Bottom-up developer adoption<\/li>\n<li class=\"whitespace-normal break-words\">Top-down enterprise engagement<\/li>\n<li class=\"whitespace-normal break-words\">Strategic partnerships<\/li>\n<\/ol>\n<p class=\"whitespace-pre-wrap break-words\">And they&#8217;re doing it from Day 1, not sequentially like in traditional SaaS.<\/p>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">5 Actionable Strategies for AI Startup Growth<\/h2>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">1. Create a Movement, Not Just a Product<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">Cohere didn&#8217;t just build an enterprise LLM &#8211; they created a movement around enterprise AI transformation. They systematically inserted themselves into policy discussions and changed market narratives.<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">2. Leverage &#8220;Zero-Cost&#8221; Brand Building<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">Build around thought leaders and technical experts. Cohere and Together AI have shown you can build massive brand equity without traditional brand marketing spend.<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">3. Charge for POCs<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">Make them refundable, but charge. It creates urgency and investment from potential customers. One AI infrastructure company saw 80% higher conversion rates after implementing this strategy.<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">4. Focus on Production Use Cases<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">The key metric isn&#8217;t initial adoption &#8211; it&#8217;s production deployment. External-facing use cases are particularly valuable as they&#8217;re harder to rip out once implemented.<\/p>\n<h3 class=\"text-lg font-bold text-text-200 mt-1 -mb-1.5\">5. Build Multiple Growth Engines<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">Don&#8217;t wait to layer in enterprise sales on top of PLG, or partnerships on top of direct. Run all three simultaneously from the start.<\/p>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">The 5 Key Metrics That Matter Now<\/h2>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Production Use Case Ratio: What percentage of your revenue comes from production vs. experimental use cases?<\/li>\n<li class=\"whitespace-normal break-words\">Contract Length Progression: Are you seeing movement from 3 to 6 to 12-month contracts?<\/li>\n<li class=\"whitespace-normal break-words\">Usage Stability: How stable is usage 30 days after new feature releases?<\/li>\n<li class=\"whitespace-normal break-words\">Vendor Consolidation: Are you becoming the primary vendor in your category for customers?<\/li>\n<li class=\"whitespace-normal break-words\">External Use Case Ratio: What percentage of your use cases are customer-facing vs. internal?<\/li>\n<\/ol>\n<h2 class=\"text-xl font-bold text-text-200 mt-1 -mb-0.5\">What This Means for 2025<\/h2>\n<p class=\"whitespace-pre-wrap break-words\">The AI startup playbook is being rewritten in real-time. The winners will be the companies that:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Build marketing-led organizations from Day 1<\/li>\n<li class=\"whitespace-normal break-words\">Focus on converting experimental to production revenue<\/li>\n<li class=\"whitespace-normal break-words\">Run multiple growth motions simultaneously<\/li>\n<li class=\"whitespace-normal break-words\">Create movements, not just products<\/li>\n<li class=\"whitespace-normal break-words\">Invest in brand and narrative alongside product<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\">The old rules of SaaS growth are dead. Welcome to the new world of AI startup scaling.<\/p>\n<p><iframe title=\"Scaling a Category Defining AI from 0-100 w\/ Lessons from Cohere, Together AI &amp; Salesforce Ventures\" width=\"1080\" height=\"608\" data-src=\"https:\/\/www.youtube.com\/embed\/YEqQUbKhVW4?feature=oembed&#038;enablejsapi=1&#038;origin=https:\/\/www.saastr.com\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Traditional &#8220;Triple, Triple, Double, Double, Double&#8221; Rule is Dead for AI Startups If you&#8217;ve been in SaaS for a while, you know the classic growth rule of thumb: &#8220;Triple, Triple, Double, Double, Double.&#8221; It was the gold standard for B2B software companies scaling from $1M to $100M ARR. But here&#8217;s the thing &#8211; AI&#8230; <br \/><a class=\"more-link fade\" href=\"https:\/\/www.saastr.com\/the-new-rules-of-ai-startup-growth-5-key-lessons-from-cohere-together-ai-salesforce-ventures\/\">Continue Reading<\/a><\/p>\n","protected":false},"author":19,"featured_media":310041,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","om_disable_all_campaigns":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpscp_schedule_draft_date":"","_wpscp_schedule_republish_date":"","_wpscppro_advance_schedule":false,"_wpscppro_advance_schedule_date":"","_wpscppro_custom_social_share_image":0,"_facebook_share_type":"","_twitter_share_type":"","_linkedin_share_type":"","_pinterest_share_type":"","_linkedin_share_type_page":"","_instagram_share_type":"","_medium_share_type":"","_threads_share_type":"","_selected_social_profile":[]},"categories":[24898,31,24987],"tags":[],"class_list":["post-307808","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-blog-posts","category-saastr-ai"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.saastr.com\/wp-content\/uploads\/2025\/03\/raj-scaled.jpg?fit=1000%2C605&quality=70&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/p5oib2-1i4E","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/posts\/307808","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/comments?post=307808"}],"version-history":[{"count":4,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/posts\/307808\/revisions"}],"predecessor-version":[{"id":310043,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/posts\/307808\/revisions\/310043"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/media\/310041"}],"wp:attachment":[{"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/media?parent=307808"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/categories?post=307808"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.saastr.com\/wp-json\/wp\/v2\/tags?post=307808"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}