Travel Data Intelligence
Travel Data Intelligence
We automate the boring stuff so u can scale. Our travel data solution aggregates information from airlines, OTAs, and travel platforms.
What We Do
We extract flight prices, availability, schedules, and more from multiple travel platforms. Our solution handles complex booking flows and dynamic pricing with ease.
Why It Matters
Travel data is fragmented across dozens of platforms. We bring it all together in one place, giving you a comprehensive view of the market. No more manual data collection, just pure insights.
Technical Architecture
Our travel intelligence pipeline normalizes heterogeneous data schemas across airline CRS systems, GDS aggregators, and OTA APIs. We implement session persistence with rotating residential proxies to bypass anti-bot measures on price-sensitive endpoints. Real-time fare extraction captures dynamic pricing algorithms, including ancillaries, bundle pricing, and fare family structures. We build unified data models that reconcile route networks, aircraft types, and scheduling data across sources using Data Normalization techniques for currency, cabin class, and fare basis codes.
Data Quality & Validation
We implement multi-source reconciliation for travel pricing data, cross-referencing published fares against actual booking availability. Our validation pipeline detects phantom availability, fare rule violations, and schedule changes within hours of publication. We maintain reference datasets for airline alliances, airport codes, and aircraft registrations to enrich raw extraction. Confidence scoring filters low-reliability sources, and we alert clients when source discrepancies exceed threshold tolerances. The ETL pipeline handles timezone normalization, holiday detection, and special event pricing adjustments.
Compliance & Ethical Standards
We strictly adhere to airline and OTA terms of service, implementing rate-limiting and respectful crawling practices. All data collection respects robots.txt directives and avoids unauthorized access to authenticated booking flows. We do not bypass CAPTCHAs or exploit vulnerabilities in booking systems. Client data is processed under GDPR-compliant frameworks, with clear data retention policies and deletion protocols. Our compliance team reviews source agreements quarterly to ensure ongoing adherence to changing platform policies.