{"id":491774,"date":"2026-02-26T14:37:11","date_gmt":"2026-02-26T14:37:11","guid":{"rendered":"https:\/\/www.newsbeep.com\/us\/491774\/"},"modified":"2026-02-26T14:37:11","modified_gmt":"2026-02-26T14:37:11","slug":"startup-founder-shares-where-to-leverage-ai-and-what-it-cant-replace","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/us\/491774\/","title":{"rendered":"Startup Founder Shares Where to Leverage AI, and What It Can&#8217;t Replace"},"content":{"rendered":"<p>This as-told-to essay is based on a conversation with Tim Desoto, a 49-year-old founder and CEO, based in San Francisco. The following has been edited for length and clarity.<\/p>\n<p>I&#8217;ve been working on <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/switched-from-corporate-career-to-ai-company-no-tech-background-2025-11\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">my startup<\/a>, an AI-powered shopping platform, since late 2024. With all the advancements in the tech industry, people might think of AI as a hammer, treating everything else as a nail, and in my experience, that just doesn&#8217;t work.<\/p>\n<p>I don&#8217;t have a tech background, and since starting my business, I&#8217;ve learned a lot about where to leverage AI, and where not to. I&#8217;m always trying to be flexible about when to switch from AI to human intervention, and vice versa.<\/p>\n<p>Over time, it&#8217;s become clearer to me where and where not to use AI for my business.<\/p>\n<p>Business Insider wants to talk to founders of AI-powered companies with fewer than 10 workers, and employees working alongside AI agents and bots, to understand what the &#8220;Tiny Teams&#8221; era really feels like \u2014 the wins, the fears, and the human skills that stand out. Share your story by filling out this <a target=\"_blank\" rel=\" nofollow noopener\" class=\"\" href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLScO-Lptuw9eirYFmkAfOKc1aOvrFIW1jT2FzxuLJSexsTLExg\/viewform?usp=header\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;callout_box&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\">quick form<\/a>.<\/p>\n<p>I rely on my network and social media to help me decide which AI tools to use<\/p>\n<p>I&#8217;m fortunate to live in San Francisco. I go to meetups to hear what people are using, and I&#8217;ve attended some developer conferences. My ears always perk up when I hear that a new tool or version of something is working for somebody else in my network.<\/p>\n<p>Right now, there&#8217;s a strong focus on agentic workflows. <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/meta-ai-alignment-director-openclaw-email-deletion-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">OpenClaw generated buzz<\/a> as an open-source autonomous agent project, and <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/moltbook-ai-agents-social-network-reddit-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">Moltbook amplified that<\/a> attention by making agent-to-agent interaction visible in a social environment. Claude Cowork is also gaining traction, particularly among teams looking for enterprise-ready agent workflows with clearer guardrails.<\/p>\n<p>              <img xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"lazy-image \" encoding=\"UTF-8\" width=\"1\" height=\"1\" data-content-type=\"image\/jpeg\" srcs=\"{&quot;https:\/\/i.insider.com\/699f16b050f42603b0f8df27&quot;:{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;aspectRatioW&quot;:3733,&quot;aspectRatioH&quot;:4666}}\" alt=\"Tim Desoto\"\/><\/p>\n<p>                      Desoto&#8217;s startup, Goodlife, is an AI-powered shopping platform.<\/p>\n<p>              Zachary Fineberg for BI<\/p>\n<p>Beyond the agents themselves, the focus is moving from &#8220;what can agents do?&#8221; to &#8220;how do we run them reliably and securely at scale?&#8221;<\/p>\n<p>Whether I&#8217;m looking at X, LinkedIn, or other platforms, there&#8217;s a lot of really great work being done to share these updates.<\/p>\n<p>I use AI for all the typical time-saving tasks<\/p>\n<p>My paid stack includes business plans for <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/anthropic-ai-software-claude-microsoft-powerpoint-excel-slack-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">models such as Claude<\/a> Max, Gemini Ultra, and ChatGPT Business, along with AI-powered development and productivity tools such as Cursor, Figma Make, Notion AI, Superhuman Ask AI, and Lovable.<\/p>\n<p><a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/google-gemini-3-release-features-launch-ai-model-coding-chatgpt-2025-11\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">Gemini&#8217;s image models<\/a> have become incredible. The latest updates to the new model have really improved everything. I noticed faster performance, more stable reasoning, and stronger multimodal capabilities, especially in image generation. I was impressed by how consistent the images remained during modifications. I&#8217;ve even noticed some improvements in the responses it gives about real-time information.<\/p>\n<p>              <img xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"lazy-image \" encoding=\"UTF-8\" width=\"1\" height=\"1\" data-content-type=\"image\/jpeg\" srcs=\"{&quot;https:\/\/i.insider.com\/699f16e250f42603b0f8df2e&quot;:{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;aspectRatioW&quot;:3545,&quot;aspectRatioH&quot;:5318}}\" alt=\"Tim Desoto\"\/><\/p>\n<p>                      Desoto uses AI models like ChatGPT and Gemini every day to help him run his business.<\/p>\n<p>              Zachary Fineberg for BI<\/p>\n<p>I divvy up which tools I&#8217;m using based on where the latest developments are, and use them either as they&#8217;ve been designed or as I think I can use them in my current operational flow. For example, I use <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/solo-business-owner-ai-subscription-no-employees-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">Lovable, an AI website builder<\/a>, to make slide decks.<\/p>\n<p>My &#8216;AI conveyor belt&#8217; exercise helps me test different AI models<\/p>\n<p>Usually, I start with a written prompt, then go multimodal, talking out loud to the model. I&#8217;ll talk back and forth with it about my idea and try to get the agent to push back because I know that some <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/business-owners-explain-how-to-train-ai-employees-better-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">AI models<\/a> tend to be more agreeable.<\/p>\n<p>Once I get an output that I&#8217;m happy with, I use a different model to get a different view. For long-form analysis and structured insights, I lean toward Claude and Gemini. Gemini&#8217;s inline source linking is particularly useful for verification and deeper research. For structured reasoning and formal writing, I primarily use ChatGPT and Claude.<\/p>\n<p>Sometimes, I&#8217;ll push a document out to multiple models at the same time and see what comes back simultaneously. For creative exploration and multimodal work, I use both Gemini and ChatGPT to generate early-stage concepts, mockups, and visual inputs. Some models are better than others at certain tasks, but I&#8217;m always getting a more well-rounded perspective by feeding content to multiple models.<\/p>\n<p>The process can take as little as 15 minutes, or higher-impact decisions can span several hours to a couple of days, depending on complexity.<\/p>\n<p>I eventually needed human developers<\/p>\n<p>              <img xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"lazy-image \" encoding=\"UTF-8\" width=\"1\" height=\"1\" data-content-type=\"image\/jpeg\" srcs=\"{&quot;https:\/\/i.insider.com\/699f171fe8408f6671803ade&quot;:{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;aspectRatioW&quot;:3733,&quot;aspectRatioH&quot;:4666}}\" alt=\"Tim Desoto\"\/><\/p>\n<p>                      Desoto vibe coded the alpha of his product before bringing in developers to speed up production.<\/p>\n<p>              Zachary Fineberg for BI<\/p>\n<p>When <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/what-my-trial-and-error-vibe-coding-taught-me-chatgpt-2025-10\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">I was vibe coding<\/a> the alpha version of my product, I would hit spots where 30 or 40% would be wrong. I didn&#8217;t know what exactly the problem was. I would have multiple screens running the code to figure it out, and I&#8217;d continue to use\u00a0<a target=\"_self\" href=\"https:\/\/www.businessinsider.com\/openclaw-ai-demand-token-use-surge-nvidia-pricing-jumps-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">AI against AI<\/a>\u00a0until I could get to about 95% confidence.<\/p>\n<p>I contracted a few developers to help move my product forward. Now I have a product developing at a faster, much more robust, and scalable rate.<\/p>\n<p>As much as I can do with AI, it&#8217;s amazing what technical people can do with AI tools that a non-technical person can&#8217;t.<\/p>\n<p>The human perspective is still irreplaceable in my business<\/p>\n<p>I reached out to a lot of informal mentors and friends in the space who could be helpful early on in my process, but recently I formalized having advisors to bounce things off of. That has been a huge feather in my cap.<\/p>\n<p>These advisors have their own expertise to draw on, and they know many smart people in this space working on projects that have helped us identify potential blind spots. It&#8217;s helped me connect with potential partners in ways that I think would be more difficult as a <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/solo-founder-runs-company-with-15-ai-agents-heres-how-2026-2\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">solo founder<\/a>.<\/p>\n<p>              <img xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"lazy-image \" encoding=\"UTF-8\" width=\"1\" height=\"1\" data-content-type=\"image\/jpeg\" srcs=\"{&quot;https:\/\/i.insider.com\/699f1663e8408f6671803ab9&quot;:{&quot;contentType&quot;:&quot;image\/jpeg&quot;,&quot;aspectRatioW&quot;:5439,&quot;aspectRatioH&quot;:3626}}\" alt=\"Tim Desoto\"\/><\/p>\n<p>                      AI does a lot for Desoto, but it can&#8217;t replace human judgment.<\/p>\n<p>              Zachary Fineberg for BI<\/p>\n<p>I feel like I have a clearer view now of what I can trust AI for, compared to what I thought at the beginning of my journey. While <a target=\"_self\" class=\"\" href=\"https:\/\/www.businessinsider.com\/lawyers-legal-tech-companies-fight-ai-chatgpt-hallucinations-2025-12\" data-track-click=\"{&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;tout_click&quot;,&quot;index&quot;:&quot;bi_value_unassigned&quot;,&quot;product_field&quot;:&quot;bi_value_unassigned&quot;}\" rel=\"nofollow noopener\">issues like hallucinations<\/a> and agreeability can be mitigated, long-term strategic judgment and taste still require human oversight.<\/p>\n<p>AI can generate possibilities, but choosing the right direction remains a human responsibility.<\/p>\n<p>Do you have a story to share about running an AI-powered business? Contact this reporter, Agnes Applegate, at <a target=\"_blank\" href=\"https:\/\/www.businessinsider.com\/mailto:aapplegate@businessinsider.com\" data-track-click=\"{&quot;click_type&quot;:&quot;other&quot;,&quot;element_name&quot;:&quot;body_link&quot;,&quot;event&quot;:&quot;outbound_click&quot;}\" rel=\" nofollow noopener\">aapplegate@businessinsider.com<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"This as-told-to essay is based on a conversation with Tim Desoto, a 49-year-old founder and CEO, based in&hellip;\n","protected":false},"author":2,"featured_media":491775,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40],"tags":[28,158],"class_list":["post-491774","post","type-post","status-publish","format-standard","has-post-thumbnail","category-entrepreneurship","tag-business","tag-entrepreneurship"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/491774","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/comments?post=491774"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/posts\/491774\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media\/491775"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/media?parent=491774"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/categories?post=491774"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/us\/wp-json\/wp\/v2\/tags?post=491774"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}