# Connor Schmeling: Making AI Work for Contractors at Quantum Rise Page: https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise Text version: https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise.md Podcast: [Constructed Futures, An AI Edge Podcast](https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413) Published: 2025-05-27T18:14:57+00:00 Episode link: https://constructedfutures.com/episodes/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise-LVTGnORY Audio file: 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 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/constructed-futures-an-ai-edge-podcast-2172413/episodes/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise Duration seconds: 1563 ## Resource 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. ## Actions - request_transcript: `POST 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` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/connor-schmeling-making-ai-work-for-contractors-at-quantum-rise.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.