AI Runs the Dental Office

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In an a16z interview, Lassie’s founders explain how the company turned a dentist’s 200 monthly hours of paperwork into an AI agent that automates about 98% of billing and administration. He said AI software will not merely organize business data, but perform labor directly and help understaffed small businesses run themselves at scale.

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Lassie with a16z”,”thumbnailUrl”:”https://i.ytimg.com/vi/Fpg_8aiBxx4/maxresdefault.jpg”,”uploadDate”:”2026-07-30T07:30:01-07:00”,”comment”:[{“@type”:”https://schema.org/Comment”,”dateCreated”:”2026-08-01T16:16:18-07:00”,”text”:”Interesting episode, but I\u0027d say: \“Connection is all you need\”. You\u0027re lucky, that your doctor asked for help. I literally talked to my dentist that we can help you. I even talked to several other dental clinics, and dentists. The answers ranges: Thanks, we have our own software. Not interested. We can\u0027t simply change our software because our parent company is responsible, We talk to our IT person and get back to you,… \nNot to mention, I couldn\u0027t talk to the dentists except for mine that I had an appointment. And the front desk staff are not interested. The problem we had with local businesses is being able to even talk to them. We had similar issues with accounting/book keeping firms, regarding another system proposition.”,”author”:{“@type”:”https://schema.org/Person”,”name”:”@MehdiAllahyari”,”url”:”https://www.youtube.com/@MehdiAllahyari”,”alternateName”:”Mehdi Allahyari”},”upvoteCount”:4}]}if (window.ytcsi) {window.ytcsi.tick(‘bc’, null, ‘’);}var ytimg={count:0,preload:function(src){var img=new Image;var count=++ytimg.count;ytimg[count]=img;img.onload=img.onerror=function(){delete ytimg[count]};img.src=src}}; ytimg.preload(‘https:\/\/rr4—sn-ni5f-t8gz.googlevideo.com\/generate_204’);ytimg.preload(‘https:\/\/rr5—sn-nx57ynze.c.youtube.com\/generate_204’);“Every small business should run itself”

Lassie with a16z - YouTube

Lassie with a16z”,”lengthSeconds”:”3520”,”keywords”:[“a16z”,”andreessen horowitz”],”channelId”:”UC9cn0TuPq4dnbTY-CBsm8XA”,”isOwnerViewing”:false,”shortDescription”:”Alex Rampell and Olivia Moore speak with Lassie cofounders Steijn Pelle and Frédéric Renken about bringing AI to one of the most overlooked parts of the economy: small businesses.\n\nInspired by time spent working inside dental practices, Pelle and Renken set out to automate the administrative work that keeps healthcare providers away from patients. They discuss how AI agents are changing billing, insurance claims, patient payments, and other operational workflows, allowing practices to spend less time on paperwork and more time delivering care.\n\nThe conversation explores AI agents, software that performs work rather than simply storing information, onboarding AI into real-world businesses, and why healthcare administration offers one of the biggest opportunities for automation. Along the way, they discuss product design, go-to-market strategy, and what it takes to build AI systems that operate reliably in complex business environments.\n\nTimestamps:\n00:00 - Intro\n01:12 - Story Behind Lassie\n03:46 - Embedding in the Customer’s Office Before Building a Product\n05:39 - How the Product Build Has Changed with Better Models\n07:23 - Software Never Did the Work but AI Finally Does\n17:24 - 98% Automation: How Lassie Got Agents to Actually Run a Practice\n22:08 - Startup vs Incumbent in the AI Era\n33:35 - The Master Plan: From Dentists to Every Small Business\n39:27 - What It Takes to Hire \u0026 Build When You’re Selling to Main Street\n55:59 - How Do You Reach Hundreds of Thousands of Small Businesses?\n\nResources:\nFollow Steijn Pelle on X: https://x.com/steijnpelle\nFollow Frédéric Renken on X: https://x.com/fredericrenken\nFollow Alex Rampell on X: https://x.com/arampell\nFollow Olivia Moore on X: https://x.com/omooretweets\n\nStay Updated:\nIf you enjoyed this episode, be sure to like, subscribe, and share with your friends!\n\nFind a16z on X: https://twitter.com/a16z\n\nFind a16z on LinkedIn: https://www.linkedin.com/company/a16z\n\nListen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX\n\nListen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711\n\nFollow our host: https://x.com/eriktorenberg\n\nPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. 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Netflix is betting on systems thinkers—not specialists—in the AI era

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next 50 years: humanity, AI, power

Yuval Noah Harari 48 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Co-Founder on Building an AI Agent That Improves Itself

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AI Agent Every Company is About to Build

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Thariq Shihipar”},”image”:{“decoratedAvatarViewModel”:{“avatar”:{“avatarViewModel”:{“image”:{“sources”:[{“url”:”https://yt3.ggpht.com/rTHi9Q-VulPPgZLDdamX57N_db9TognfYKHMG9liMbpFmSNAA5hTm7nyU0QLXgfU3E50LurN3wE=s68-c-k-c0x00ffffff-no-rj”,”width”:68,”height”:68}]},”avatarImageSize”:”AVATAR_SIZE_M”}},”a11yLabel”:”Go to channel South Park Commons”,”rendererContext”:{“commandContext”:{“onTap”:{“innertubeCommand”:{“clickTrackingParams”:”CJYBENTEDBgTIhMI067uiNuUlgMVHTVoCB0O4CCAygEESAPXSw==”,”commandMetadata”:{“webCommandMetadata”:{“url”:”/@southparkcommons”,”webPageType”:”WEB_PAGE_TYPE_CHANNEL”,”rootVe”:3611,”apiUrl”:”/youtubei/v1/browse”}},”browseEndpoint”:{“browseId”:”UCMR-rPSUI34DRQXUkvFuIUQ”,”canonicalBaseUrl”:”/@southparkcommons”}}}}}}},”metadata”:{“contentMetadataViewModel”:{“metadataRows”:[{“metadataParts”:[{“text”:{“content”:”South Park Commons”}}]},{“metadataParts”:[{“text”:{“content”:”23k”},”accessibilityLabel”:”23 thousand 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Along the way, they discuss product design, go-to-market strategy, and what it takes to build AI systems that operate reliably in complex business environments.\n\nTimestamps:\n00:00 - Intro\n01:12 - Story Behind Lassie\n03:46 - Embedding in the Customer’s Office Before Building a Product\n05:39 - How the Product Build Has Changed with Better Models\n07:23 - Software Never Did the Work but AI Finally Does\n17:24 - 98% Automation: How Lassie Got Agents to Actually Run a Practice\n22:08 - Startup vs Incumbent in the AI Era\n33:35 - The Master Plan: From Dentists to Every Small Business\n39:27 - What It Takes to Hire \u0026 Build When You’re Selling to Main Street\n55:59 - How Do You Reach Hundreds of Thousands of Small Businesses?\n\nResources:\nFollow Steijn Pelle on X: https://x.com/steijnpelle\nFollow Frédéric Renken on X: https://x.com/fredericrenken\nFollow Alex Rampell on X: https://x.com/arampell\nFollow Olivia Moore on X: https://x.com/omooretweets\n\nStay Updated:\nIf you enjoyed this episode, be sure to like, subscribe, and share with your friends!\n\nFind a16z on X: / a16z \n\nFind a16z on LinkedIn: / a16z \n\nListen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RD…\n\nListen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast…\n\nFollow our host: https://x.com/eriktorenberg\n\nPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. 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Rampell and Olivia Moore speak with Lassie cofounders Steijn Pelle and Frédéric Renken about bringing AI to one of the most overlooked parts of the economy: small businesses.\n\nInspired by time spent working inside dental practices, Pelle and Renken set out to automate the administrative work that keeps healthcare providers away from patients. 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Along the way, they discuss product design, go-to-market strategy, and what it takes to build AI systems that operate reliably in complex business environments.\n\nTimestamps:\n00:00 - Intro\n01:12 - Story Behind Lassie\n03:46 - Embedding in the Customer’s Office Before Building a Product\n05:39 - How the Product Build Has Changed with Better Models\n07:23 - Software Never Did the Work but AI Finally Does\n17:24 - 98% Automation: How Lassie Got Agents to Actually Run a Practice\n22:08 - Startup vs Incumbent in the AI Era\n33:35 - The Master Plan: From Dentists to Every Small Business\n39:27 - What It Takes to Hire \u0026 Build When You’re Selling to Main Street\n55:59 - How Do You Reach Hundreds of Thousands of Small Businesses?\n\nResources:\nFollow Steijn Pelle on X: https://x.com/steijnpelle\nFollow Frédéric Renken on X: https://x.com/fredericrenken\nFollow Alex Rampell on X: https://x.com/arampell\nFollow Olivia Moore on X: https://x.com/omooretweets\n\nStay Updated:\nIf you enjoyed this episode, be sure to like, subscribe, and share with your friends!\n\nFind a16z on X: / a16z \n\nFind a16z on LinkedIn: / a16z \n\nListen to the a16z Show on Spotify: https://open.spotify.com/show/5bC65RD…\n\nListen to the a16z Show on Apple Podcasts: https://podcasts.apple.com/us/podcast…\n\nFollow our host: https://x.com/eriktorenberg\n\nPlease note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. 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episode, but I’d say: \“Connection is all you need\”. You’re lucky, that your doctor asked for help. I literally talked to my dentist that we can help you. I even talked to several other dental clinics, and dentists. The answers ranges: Thanks, we have our own software. Not interested. We can’t simply change our software because our parent company is responsible, We talk to our IT person and get back to you,… \nNot to mention, I couldn’t talk to the dentists except for mine that I had an appointment. And the front desk staff are not interested. The problem we had with local businesses is being able to even talk to them. We had similar issues with accounting/book keeping firms, regarding another system proposition.”,”author”:{“type”:”https://schema.org/Person”,”name”:”@MehdiAllahyari”,”url”:”https://www.youtube.com/@MehdiAllahyari”,”alternateName”:”Mehdi Allahyari”},”upvoteCount”:4}]}}},”frameworkUpdates”:{“entityBatchUpdate”:{“mutations”:[{“entityKey”:”EgZ0b3BiYXIg9QEoAQ%3D%3D”,”type”:”ENTITY_MUTATION_TYPE_DELETE”,”options”:{“persistenceOption”:”ENTITY_PERSISTENCE_OPTION_INMEMORY_AND_PERSIST”}},{“entityKey”:”EhxsaWtlX2J1dHRvbl9hbmltYXRpb25fZW50aXR5ILcEKAE%3D”,”type”:”ENTITY_MUTATION_TYPE_DELETE”},{“entityKey”:”EgtGcGdfOGFpQnh4NCA-KAE%3D”,”type”:”ENTITY_MUTATION_TYPE_REPLACE”,”payload”:{“likeStatusEntity”:{“key”:”EgtGcGdfOGFpQnh4NCA-KAE%3D”,”likeStatus”:”INDIFFERENT”}}},{“entityKey”:”EhhVQzljbjBUdVBxNGRuYlRZLUNCc204WEEgMygB”,”type”:”ENTITY_MUTATION_TYPE_REPLACE”,”payload”:{“subscriptionStateEntity”:{“key”:”EhhVQzljbjBUdVBxNGRuYlRZLUNCc204WEEgMygB”,”subscribed”:false}}}],”timestamp”:{“seconds”:”1786318524”,”nanos”:922626940}}}};if (window.ytcsi) {window.ytcsi.tick(‘pdr’, null, ‘’);}(function serverContract() {window[‘ytPageType’] = “watch”;window[‘ytCommand’] = {“clickTrackingParams”:”IhMI9dLriNuUlgMVZ-Y_BB3HzCzTMghleHRlcm5hbMoBBEgD10s=”,”commandMetadata”:{“webCommandMetadata”:{“url”:”/watch?v=Fpg_8aiBxx4”,”webPageType”:”WEB_PAGE_TYPE_WATCH”,”rootVe”:3832}},”watchEndpoint”:{“videoId”:”Fpg_8aiBxx4”}};window[‘ytUrl’] = ‘\/watch?v\x3dFpg_8aiBxx4\x26ref\x3dnewsletter.myclaw.ai’;var a=window;(function(e){var c=window;c.getInitialCommand=function(){return e};c.loadInitialCommand&&c.loadInitialCommand(c.getInitialCommand())})(a.ytCommand); (function(e,c,l,f,g,h,k){var d=window;d.getInitialData=function(){var b=window;b.ytcsi&&b.ytcsi.tick(“pr”,null,””);b={page:e,endpoint:c,response:l};f&&(b.playerResponse=f);g&&(b.reelWatchSequenceResponse=g);k&&(b.url=k);h&&(b.previousCsn=h);return b};d.loadInitialData&&d.loadInitialData(d.getInitialData())})(a.ytPageType,a.ytCommand,a.ytInitialData,a.ytInitialPlayerResponse,a.ytInitialReelWatchSequenceResponse,a.ytPreviousCsn,a.ytUrl); })();ytcfg.set({“CSI_SERVICE_NAME”: ‘youtube’, “TIMING_INFO”: {“GetPlayer_rid”: ‘0x436794cbd7b086de’,}})if (window.ytcsi) {ytcsi.infoGel({serverTimeMs: 621.0 }, ‘’);}