{"podcast":{"title":"Constructed Futures, An AI Edge Podcast","slug":"constructed-futures-an-ai-edge-podcast-2172413","podcast_index_feed_id":2172413,"rss_url":"https://feeds.simplecast.com/qQKJRW8s","website_url":"https://constructedfutures.com","image_url":"https://image.simplecastcdn.com/images/2be582d6-877b-41f7-8c1b-666bc99441e1/54539648-845c-4a7d-9caa-27a4a40d8c7f/3000x3000/screenshot_2026_08_11_at_62318pm.jpg?aid=rss_feed","author":"Hugh Seaton","episode_count":272,"summary":"A weekly conversation about the future of our built environment, featuring outside experts and seasoned leaders in construction, architecture and more.","last_synced_at":"2026-09-09T04:18:56.356536+00:00","page_url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413"},"episode":{"title":"Connor Schmeling: Making AI Work for Contractors at Quantum Rise","slug":"connor-schmeling-making-ai-work-for-contractors-at-quantum-rise","published_at":"2025-05-27T18:14:57+00:00","page_url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise","show_page_url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413","url":"https://constructedfutures.com/episodes/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise-LVTGnORY","audio_url":"https://cdn.simplecast.com/audio/2ea9744f-ec31-4e03-bd5c-7ee7101084a6/episodes/9fe355e7-d215-4f14-9240-27e0da13cfb4/audio/fa3d5f27-4b3b-49ef-ae34-32241a9080ac/default_tc.mp3?aid=rss_feed&feed=qQKJRW8s","summary":"Artificial intelligence continues to make the headlines, but how are contractors making it actually work - how are they matching these new capabilities with real work processes? Connor Schmeling, senior manager and engagement lead at Quantum Rise, walks us through the careful, rigorous process that they lead to discover those areas of real value that move the needle.","meta_description":"Artificial intelligence continues to make the headlines, but how are contractors making it actually work - how are they matching these new capabilities wi…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1563,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/constructed-futures-an-ai-edge-podcast-2172413/episodes/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}