Travel & Hospitality
AI applied to real travel decisions
Practical use cases for OTAs, hotels and tour operators — systems that convert browsers into booked trips.
AI Agents
Autonomous agents that complete multi-step travel tasks, not just answer FAQs.
Voice AI
Hands-free interaction for the store, the warehouse and the phone line.
Computer Vision
Cameras that turn the physical and digital storefront into structured, usable data.
Predictive & Forecasting AI
Models that tell you what's about to happen, before it shows up in the numbers.
Generative AI & NLP
Text and language work that used to take a team, done at SKU scale.
Recommendation & Personalization
Every customer sees a slightly different store, based on what they actually do.
Built on modern travel technologies
Guest Experience
Yield & Operations
Data Platforms
Power BI
Looker
Snowflake
dbt
Channel Integration
SAP
GDS / PMS Integration
From pilot market to global rollout
Data Audit
Map PMS, GDS, CRM and content systems before building anything.
Pilot Market
Prove the assistant or model on one market or property before scaling.
Channel Integration
Connect into booking engines and ops tools so AI shows up where teams already work.
Network Rollout
Scale the validated pilot across properties and markets.
Continuous Tuning
Models are retrained as seasons, routes and demand patterns change.
Engineering for travel and hospitality
We Think in Occupancy and Ancillary
Models optimize for room nights, load factor and ancillary attach — not vanity engagement metrics.
Built for Seasonal Peaks
Systems hold up when demand spikes for holidays, events and weather-driven surges.
Integrates With GDS / PMS Stacks
We connect into booking engines, PMS and CRM instead of forcing a rip-and-replace.
Guest Ops, Not Just Marketing
The same team ships the guest assistant and the ops tools front-desk teams actually use.
Outcomes, not just deliverables
Illustrative case studies — to be replaced with verified client results.
Reporting Cycle Cut From 3 Weeks to 2 Days
Partnered with a Power BI consultancy to model and ship a full reporting layer for an Australian retail supply business.
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Personalized Recommendation Engine for a Fashion Brand
Built a recommendation engine that personalizes homepage and product-page layout based on real browsing behavior.
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Shelf Monitoring Rollout Across 40 Stores
Rolled out camera-based shelf monitoring that flags empty sections and routes restocking tasks automatically.
Read case study →