Akamai recommends hotels move protection to the edge against AI search impact on PMS

On October 10, 2026, Hospitality Technology reported that Akamai advisory CISO Steve Winterfeld pointed out that AI search engines and autonomous AI assistants are continuously querying hotel real-time room rates and inventory at machine speed, driving up computing costs and approaching the carrying limit of core PMS. He recommends moving protection forward to the network edge, using identity recognition to distinguish legitimate AI indexers from malicious crawlers, and provides a six-step architecture roadmap: observability, serverless edge gateway, semantic caching for LLMs, MCP integration, token-based rate limiting, and API-as-Code.