# Ep. 29 - Precon in the Age of AI: What Actually Matters Now with Patrick Murphy and Jeremy Crumley Page: https://stenobird.com/podcast/construction-conversations-6912327/ep-29-precon-in-the-age-of-ai-what-actually-matters-now-with-patrick-murphy-and-jeremy-crumley Text version: https://stenobird.com/podcast/construction-conversations-6912327/ep-29-precon-in-the-age-of-ai-what-actually-matters-now-with-patrick-murphy-and-jeremy-crumley.md Podcast: [Construction Conversations](https://stenobird.com/podcast/construction-conversations-6912327) Published: 2025-12-23T12:00:00+00:00 Episode link: https://constructionconversations.podbean.com/e/from-takeoffs-to-ai-how-toggleai-is-rewriting-pre%e2%80%91con/ Audio file: https://mcdn.podbean.com/mf/web/w75mdebxxy3ybrfa/riverside_ep_29_audio_only_stephen_poppe_s_stu80uyn-na7zyx-Optimized.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-29-precon-in-the-age-of-ai-what-actually-matters-now-with-patrick-murphy-and-jeremy-crumley Duration seconds: 2975 ## Resource In this conversation, Stephen Poppe hosts Patrick Murphy and Jeremy Crumley to discuss the evolving landscape of pre-construction in the construction industry, particularly focusing on the integration of technology and AI. They explore the increasing value of pre-construction services, the impact of technology on efficiency and productivity, and the importance of data strategy. The discussion also touches on the future role of general contractors and offers advice for the next generation entering the construction field. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-29-precon-in-the-age-of-ai-what-actually-matters-now-with-patrick-murphy-and-jeremy-crumley/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/construction-conversations-6912327/ep-29-precon-in-the-age-of-ai-what-actually-matters-now-with-patrick-murphy-and-jeremy-crumley.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.