# Role of PMs in AI-Led Process Improvement-Quantum Rise Page: https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/role-of-pms-in-ai-led-process-improvement-quantum-rise Text version: https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413/role-of-pms-in-ai-led-process-improvement-quantum-rise.md Podcast: [Constructed Futures, An AI Edge Podcast](https://stenobird.com/podcast/constructed-futures-an-ai-edge-podcast-2172413) Published: 2025-12-18T14:52:06+00:00 Episode link: https://constructedfutures.com/episodes/role-of-pms-in-ai-led-process-improvement-quantum-rise-4WyzgGtW Audio file: https://cdn.simplecast.com/audio/2ea9744f-ec31-4e03-bd5c-7ee7101084a6/episodes/def81c2a-27dc-4157-bb97-5e92adf7f257/audio/9bef6c98-d1cb-4571-809d-fe5c19c85774/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/role-of-pms-in-ai-led-process-improvement-quantum-rise Duration seconds: 1352 ## Resource With all the talk of models and agents and data and bubbles, it can be easy to forget the point of it all is to make products and solutions that actually work for users. That's what product managers do. Quantum Rise, a leading AI consulting company for construction, emphasizes the importance of outcomes vs. technology, and they do so by including product managers in their solution teams, to ensure the final build solves problems and achieves business outcomes. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/constructed-futures-an-ai-edge-podcast-2172413/episodes/role-of-pms-in-ai-led-process-improvement-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/role-of-pms-in-ai-led-process-improvement-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.