Two euros can decide who wins a metasearch sale. Inside most airlines, moving them is still revenue management's call, and it is rarely fast.
Valentino Portnoy is the CEO and founder of TravelDax, a B2B platform that collects flight pricing data from metasearch engines and turns it into competitive insights for airlines and OTAs. He and Alex discuss why airlines now track OTAs more closely than rival carriers, how internal politics slow down pricing decisions, and why classic machine learning still beats gen AI on pricing. They also cover agentic automation for legacy systems and what AI chat booking means for distribution.
What You'll Learn
- AI and metasearch: Metasearch sites dominate AI chat answers to flight questions, and are doing better there than in traditional search.
- OTA monitoring: Roughly 75 to 80% of airline usage on TravelDax goes to tracking OTAs rather than competing airlines, including whether their branded fares are displayed as intended.
- Metasearch visibility: An airline fare listed below six or seven OTA offers is effectively invisible to the traveler.
- Losing the customer: Airlines that tolerate OTA undercutting still lose control of loyalty and the customer experience.
- Gen AI vs machine learning: In TravelDax's testing, classic machine learning still outperforms gen AI on price prediction and recommendations.
- The last mile: AI agents operating on local machines could automate the final price change that legacy airline systems block today.
- Internal friction: Conflicting goals between revenue management and commercial teams are a bigger barrier to pricing agility than technology.
- Speed over accuracy: In competitive pricing, acting faster than competitors matters more than being right every time.
- Connector risk: AI labs can see which travel connectors succeed, and the best performers risk being absorbed into the platform.
Time-Stamped Highlights
- (0:00) Two Euros Can Make a Huge Difference
- (2:03) A University Project That Predicted Fare Drops
- (7:04) Why Latin America Never Got Its Own Metasearch Leader
- (10:16) From Manual Checks to Automated Competitor Tracking
- (14:04) Invisible Behind Seven OTAs
- (16:50) Did AI Kill Metasearch? The Data Says No
- (20:09) Why Gen AI Loses to Machine Learning on Pricing
- (24:47) The Legacy Systems Blocking the Last 30%
- (26:31) Would You Let an Agent Change Your Fares?
- (33:42) Revenue Management vs the Commercial Team
- (40:29) Why Speed Beats Being Right
- (42:35) Meta Muse, Gemini, and Booking Inside the Chat
- (50:39) Testing Claude on a Real Lisbon Trip
- (53:53) The App Store Risk for Travel Connectors
Guest bio
Valentino Portnoy is the CEO and founder of TravelDax, an automation platform that collects, analyzes, and delivers competitive pricing insights to airlines and OTAs, sourced primarily from metasearch engines. A software engineer by training, he built one of the first metasearch engines in Latin America and has worked at an OTA and as a consultant to airlines and OTAs. LinkedIn: https://www.linkedin.com/in/valentino-portnoy/ | Company: https://traveldax.com/
About the Podcast
The Travel Tech Podcast features long-form conversations with leaders across travel and technology, exploring how software, data, operations, and distribution come together in real businesses. The show emphasizes tradeoffs, incentives, and lessons that transfer beyond any single company or role.
Host bio
Alex Brooker is an engineer, technology leader, and the founder of Airside Labs, which applies aviation-grade testing and compliance rigor to enterprise AI systems. He previously built and scaled complex software in aviation and safety-critical domains, and he invests in early-stage technology ventures. LinkedIn: https://www.linkedin.com/in/alex-brooker-2280002/
What is Travel Tech Podcast?
The Travel Tech Podcast, hosted by Alex Brooker, features long form conversations with leaders across travel and technology. The show explores how software, data, operations, and distribution come together in real businesses, with an emphasis on tradeoffs, incentives, and lessons that transfer beyond any single company or role. Alex Brooker is an industry veteran with experience in aviation, start up to exit, and AI transformation.