# Our 4-Layer AI Framework: Data, Reporting, Insights, Action - Matt Schwartz, Sage Hospitality Group Page: https://stenobird.com/podcast/hospitality-daily-podcast-5916452/our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group Text version: https://stenobird.com/podcast/hospitality-daily-podcast-5916452/our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group.md Podcast: [Hospitality Daily Podcast](https://stenobird.com/podcast/hospitality-daily-podcast-5916452) Published: 2026-08-04T08:00:00+00:00 Episode link: https://podcast.hospitalitydaily.com/sage-4-layer-ai-framework/ Audio file: https://www.buzzsprout.com/2103299/episodes/19587582-our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/hospitality-daily-podcast-5916452/episodes/our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group Duration seconds: 631 ## Resource Sage Hospitality CTO Matt Schwartz shares the four-layer framework guiding the company's AI strategy: data, reporting, insights, and action. He explains why hotel data must be brought together and normalized before AI can produce useful analysis or support operational decisions. The framework moves from a reliable data foundation toward a future in which AI agents can take action, with the ultimate goal of giving property teams more time with guests and their other associates. Listen to the s... ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/hospitality-daily-podcast-5916452/episodes/our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/hospitality-daily-podcast-5916452/our-4-layer-ai-framework-data-reporting-insights-action-matt-schwartz-sage-hospitality-group.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.