{"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":"Advancing Construction Data and Information with Graphs, Process and AI","slug":"advancing-construction-data-and-information-with-graphs-process-and-ai","published_at":"2026-09-08T13:01:06+00:00","page_url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/advancing-construction-data-and-information-with-graphs-process-and-ai","show_page_url":"https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413","url":"https://constructedfutures.com/episodes/advancing-construction-data-and-information-with-graphs-process-and-ai-P5zb3lkr","audio_url":"https://cdn.simplecast.com/media/audio/transcoded/d6bf10e0-4a37-401a-bcc4-dd2ce0ec405f/2ea9744f-ec31-4e03-bd5c-7ee7101084a6/episodes/audio/group/0376b56f-c108-425c-869b-b50e60dd0f72/group-item/c1466f35-cbe4-4e85-a5f2-7be050abb554/128_default_tc.mp3?aid=rss_feed&feed=qQKJRW8s","summary":"Dodge Construction Networks has been collecting data and documents about construction project, building products and other information for over 100 years, and has the distinction of being trusted by the US government as a source for Census and economic statistics. Srini Varadarajan has transformed this uniquely powerful information base for the AI era. In this conversation, we discuss some of the challenges of applying AI to massive, diverse data sets, how to ensure reliability, and of course, how knowledge graphs make that easier. A fascinating discussion from one of the industry's best.","meta_description":"Dodge Construction Networks has been collecting data and documents about construction project, building products and other information for over 100 years,…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1709,"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/advancing-construction-data-and-information-with-graphs-process-and-ai/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/advancing-construction-data-and-information-with-graphs-process-and-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}