# Anora - RoseField

- **Event:** [Hospitality 2030: A Rosewood Sand Hill Hackathon](https://cerebralvalley.ai/e/rosewood-hospitality-2030)
- **When:** Sat, May 16 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Rosewood Sand Hill, Menlo Park, CA
- **Team:** [Zhirui Feng](https://cerebralvalley.ai/u/Fihezro)
- **GitHub:** https://github.com/Anora-Team/Rosefield
- **Demo video:** https://drive.google.com/file/d/1cve7l_02uTaSO-83jBu3DFxUk9RM7ESM/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/rosewood-hospitality-2030/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/rosewood-hospitality-2030/hackathon/gallery/31

Rosefield is a multi-agent reasoning layer that prepares a luxury hotel for each guest before the guest ever asks for anything. From three explicit inputs — date of birth, place of origin, and a single sentence of intent — eight specialized agents (Conversation, Intake, Profile Hub, Property Experience Hub, Cultural Reasoning, Composition, Action Routing, Memory) collaborate to turn cultural and emotional context into concrete, routed staff actions.

**The product**. One Cultural Resonance substrate, three asymmetric surfaces:

- Guest Companion — a restraint-tuned conversational thread (text + voice) that runs from booking inquiry to ~2 weeks post-stay, extracting intent through dialogue rather than forms.
- Operations Theater — the same agent reasoning made fully visible to staff, with every cultural inference traced to a concrete action routed to concierge, restaurant, spa, housekeeping, valet, kitchen, or garden.
- Operator Portal — a simulation environment where synthetic guest cohorts walk a property's calendar to surface experience gaps before opening day.

The demo is a split-screen Companion + Theater across four scenarios (pre-arrival anniversary, mid-stay weather pivot, emotional pivot, cross-cultural flash). Guest sees ~10% of the reasoning; staff sees ~100%. That asymmetry is the architectural feature.

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Markdown version of https://cerebralvalley.ai/e/rosewood-hospitality-2030/hackathon/gallery/31. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt