AI in travel and hospitality

Attribution, itinerary and enquiry work for operators with long booking windows, where a conversion can happen sixty days after the click.

What we have built here

Client systems in production, with the figures they reported.

• Travel & Hospitality

  Enterprise Marketing AI & Attribution

  Facing diminishing returns and signal loss due to privacy changes, a major travel platform needed to move beyond legacy tracking to a resilient, privacy-first attribution framework.

  • 22% Conversion Uplift
  • 28% CAC Reduction
  • 19% Revenue Growth

• Online Retail

  LLM-Powered Content Generation

  A major online travel agency needed to create and maintain unique, high-quality hotel descriptions efficiently across multiple markets for their 120k listing inventory.

  • 120k+ Descriptions Generated
  • 95% Time Savings
  • 4.8/5 Quality Rating

The services behind it

The capabilities this work draws on.

• AI for Travel Custom machine learning for travel operators: enquiry triage, demand forecasting, marketing models (attribution), itinerary drafting.
• AI Product Recommender Systems Drive engagement and conversions with AI-powered recommender and personalization engines.
• A/B Testing & Experimentation Platforms Design and implement strategic experimentation platforms for robust A/B testing and causal inference.