The gap between deployment and strategy
The h2c 2025 global study tells a story of surface-level adoption with structural fragility: 78% of hotel chains deploy AI systems, 89% plan to expand — but only 7% operate with a comprehensive AI strategy. The challenge isn't access to technology; it's organizational. 62% of respondents cited lack of AI expertise, 51% struggled with unclear strategy, and 45% faced integration challenges. Hotels with executive champions who understand the transformation move decisively. Those treating AI as an IT problem move slowly, if at all.
What actually worked in 2025
Voice AI emerged as the clearest success story. Hotels have historically missed 20–40% of incoming calls — a revenue leak made worse by persistent staffing shortages. Platforms from PolyAI and Canary Technologies resolved this by answering calls 24/7, handling reservations, and converting inquiries that would otherwise reach voicemail or competitors. No belief in transformative AI was required. Only a belief in not losing bookings.
MCP infrastructure arrived when Apaleo became the first PMS to launch a Model Context Protocol server — transforming API endpoints into standardized tools that AI agents can access without custom integrations. Whether this becomes industry standard or another orphaned protocol remains open.
Discovery behavior shifted materially. Accenture's Consumer Pulse Research (18,000 respondents, 14 countries) found 80% of consumers relying heavily on generative AI for recommendations, with 93% using it to validate purchasing decisions. Yet only 2% allow autonomous booking. Travelers want intelligence, not delegation.
The 2026 shift: generative to agentic
The 2026 conversation pivots from implementing tools to managing autonomous systems. Agentic AI sets goals, plans multi-step sequences, and executes across interconnected systems. When a traveler's AI agent can comparison-shop 50 properties, analyze thousands of reviews, and negotiate rates in seconds, hotels need infrastructure capable of responding at equivalent speed. Companies like Agentic Hospitality and DirectBooker are building this layer now. Hotels that control their AI-native distribution in 2026 avoid watching OTAs build another intermediation layer on top of the shift.
Source: Hospitality Upgrade, Winter 2026