# AI In The Real Estate Work Flow Page: https://stenobird.com/podcast/the-real-estate-espresso-podcast-401176/ai-in-the-real-estate-work-flow Text version: https://stenobird.com/podcast/the-real-estate-espresso-podcast-401176/ai-in-the-real-estate-work-flow.md Podcast: [The Real Estate Espresso Podcast](https://stenobird.com/podcast/the-real-estate-espresso-podcast-401176) Published: 2026-05-19T18:31:15+00:00 Episode link: https://podcasters.spotify.com/pod/show/victorjm/episodes/AI-In-The-Real-Estate-Work-Flow-e3jjv0m Audio file: https://anchor.fm/s/1fa61fc/podcast/play/120240598/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-19%2Fbb3ca772-f1fc-d964-5f38-dffa843049d9.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/the-real-estate-espresso-podcast-401176/episodes/ai-in-the-real-estate-work-flow Duration seconds: 309 ## Resource Today we’re talking about a significant shift taking place in artificial intelligence during the first half of 2026. For the last three years, most of the attention has been focused on foundation models. Which company has the most powerful language model? Which model scores highest on the benchmark? Which one can write code, pass exams, summarize documents, or generate images? That phase is not over. The models are still improving. But the easy gains appear to be behind us. The bigger story is no longer simply about training a larger model. The bigger story is integration. In other words, AI is moving from the lab into the workflow. That sounds simple, but it has enormous implications. There are really two movements happening at the same time. -------------- **Real Estate Espresso Podcast:** Spotify: [The Real Estate Espresso Podcast]( https://open.spotify.com/show/3GvtwRmTq4r3es8cbw8jW0?si=c75ea506a6694ef1 ) iTunes: [The Real Estate Espresso Podcast]( https://podcasts.apple.com/ca/podcast/the-real-estate-espresso-podcast/id1340482613 ) Website: [ www.victorjm.com ]( http://www.victorjm.com ) LinkedIn: [Victor Menasce]( http://www.linkedin.com/in/vmenasce ) YouTube: [The Real Estate Espresso Podcast]( http://www.youtube.com/@victorjmenasce6734 ) Facebook: [ www.facebook.com/realestateespresso](http://www.facebook.com/realestateespresso) Email: [ podcast@victorjm.com ](mailto: podcast@victorjm.com ) **Y Street Capital:** Website: [ www.ystreetcapital.com ]( http://www.ystreetcapital.com ) Facebook: [ www.facebook.com/YStreetCapital](https://www.facebook.com/YStreetCapital) Instagram: [@ystreetcapital]( http://www.instagram.com/ystreetcapital ) ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-real-estate-espresso-podcast-401176/episodes/ai-in-the-real-estate-work-flow/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/the-real-estate-espresso-podcast-401176/ai-in-the-real-estate-work-flow.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.