Anticipatory Markets: Where Revenue Management Meets the Traveler’s Journey
Klaus Kohlmayr argues that revenue management is undergoing a structural shift from reactive optimization to anticipatory intelligence — where pricing decisions are no longer based on historical extrapolation but on probabilistic futures and real-time guest intent signals. In a world where AI assistants increasingly mediate booking decisions, the hotels that act earlier with better data will outperform those waiting for demand to declare...
“Uncertainty” has always been a defining characteristic of business strategy, never more than today in an era awash in data required to make timely and impactful decisions. Hotel leaders can no longer afford to rely on reactive strategies to remain successful amid volatile market conditions, as booking windows compress and consumer booking decisions fluctuate alongside external factors. Today, understanding guest intent and nuanced signals is essential to outperforming reactive models dependent on historical data and traditional strategic assumptions.
The good news is that hoteliers now also have expanded toolsets to manage uncertainty and even transform it into a potential competitive edge. New technologies, data analytics, and machine learning principles are available to help hoteliers better anticipate shifts in demand and market dynamics. Today’s technology investments mark the emergence of anticipatory markets in hotel booking forecasts, where decisions are shaped by probability, and the freshest information wins.
The Hotel Yearbook 2026 - Technology Edition
The 2026 HOTEL Yearbook Technology Edition - AI Everywhere is fully geared towards AI and explores how hospitality technology is preparing for a decade of profound change. With a clear focus on practical impact rather than hype, this edition examines how intelligence is becoming embedded across the hotel technology stack and day-to-day workflows, reshaping operations, revenue, distribution, guest experience, and the back office.
The publication will feature 40 editorial articles by domain experts, combined with a catalog of AI Solution Snapshots, offering readers both strategic insight and a curated overview of AI products currently available to the market, as well as an AI Glossary - a glossary of the most commonly used AI-related terms in hospitality. It brings together a wide spectrum of contributors, including academics, startups, hotel brands, established solution providers, and industry insiders, offering evidence-led perspectives, real-world lessons, and actionable guidance on what hoteliers should prioritize now to stay competitive in an AI-driven future. The publication will launch at HITEC 2026, San Antonio.