Major Cruise Line Launches AI-Powered Excursion Planner for Guests

The Challenge

A major cruise line with hundreds of port destinations and thousands of shore excursion options was losing revenue and guest satisfaction to a clunky booking experience. Guests were overwhelmed by choice — scrolling through dozens of excursions per port with no personalization, no awareness of their interests, mobility needs, or travel party composition. The result: low excursion attach rates, high support call volume from confused guests, and a planning experience that felt like work instead of excitement. The existing system was a static catalog with basic filters — it couldn't adapt to a couple celebrating an anniversary, a family with young children, or an adventure-seeking group of friends.

Our Approach

We worked directly with the cruise line's digital product and guest experience teams to design and build an AI-powered excursion planning application from the ground up. The system ingests guest profile data (past bookings, stated preferences, loyalty tier, party composition, accessibility needs) and combines it with real-time port data, weather forecasts, excursion availability, and crowd-level predictions. We built a conversational AI interface where guests describe what they want in natural language — "We want something active but our mom has a bad knee" or "romantic sunset experience" — and the system returns curated, ranked recommendations with intelligent bundling (combining morning and afternoon excursions, suggesting dining pairings). The AI learns from booking patterns across millions of guest interactions to continuously improve recommendations. We also built the crew-facing dashboard so excursion desk staff could see AI-generated recommendations for walk-up guests in real time.

Results