How to Build an Agentic Hotel PMS: Multi-Agent Architecture Explained
A technical guide to designing a multi-agent hotel PMS from scratch — agent boundaries, tool design, handoff patterns, and PMS integration.
AI voice agent guides for hotels, resorts, motels, and hospitality operators. Reservations, check-in, housekeeping, group sales, night audit, multilingual service, and PMS integration.
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A technical guide to designing a multi-agent hotel PMS from scratch — agent boundaries, tool design, handoff patterns, and PMS integration.
Hotel airport shuttles require real-time scheduling coordination. AI voice agents handle shuttle requests, track arriving flights, and dispatch pickups 24/7.
Hotel parking and valet services generate constant phone traffic — retrieval requests, rate questions, capacity inquiries. AI voice agents handle all of it automatically.
Chain hotel franchisees need loyalty program integration. CallSphere integrates with Marriott Bonvoy, Hilton Honors, Hyatt, IHG, and Choice for tier recognition and upsell.
OpenAI's Realtime API enables sub-1-second voice conversations that transform hotel operations. Here's how CallSphere uses it for hotel workflows.
Hotel policies are complex — cancellation, pets, parking, amenities. RAG (retrieval-augmented generation) lets AI voice agents cite policies accurately without hallucinating.
Hotel AI voice agents must never hallucinate rates, availability, or policies. Here's the guardrail architecture CallSphere uses to prevent it.
Hotel voice conversations break at 2+ second latency. CallSphere's <1 second response time comes from OpenAI Realtime API and tightly engineered tool calls.