Turn Messy Supplier Data Into a Single Source of Truth
RoomantIQ combines scraping, enrichment, and AI-driven semantic matching to normalise incomplete supplier data, unify room and rate types, and remove duplicates — creating a single, reliable catalogue that keeps your search, pricing, and booking logic consistent and trustworthy.
Every travel platform struggles with inconsistent inventory data
"Deluxe King", "King Deluxe Room", "DLX K" — the same room described three different ways by three different suppliers.
The same property appearing multiple times with different IDs, names, or addresses. Your customers see duplicates, your data is bloated.
Incomplete amenity lists, missing photos, inconsistent descriptions. Gaps that hurt conversion and customer trust.
Non-refundable, flexible, breakfast included — every supplier labels them differently. Impossible to compare apples to apples.
Each supplier sends data in their own format. Mapping and maintaining integrations is a never-ending battle.
When two suppliers describe the same room differently, which one is right? Manual decisions don't scale.
Four stages that transform chaos into clarity
Connect to any supplier feed, API, or data source. RoomantIQ ingests raw hotel and room data regardless of format or schema.
Fill in the gaps. RoomantIQ enriches incomplete records with missing data from trusted sources and validates accuracy.
AI-powered semantic matching identifies duplicates across suppliers. Same hotel, different names? RoomantIQ knows.
Create a single, canonical record for each property and room type. Consistent naming, standardised attributes, clean data.
A clean, reliable catalogue that powers everything downstream
Beyond string matching — our AI understands that "Superior Queen Ocean View" and "Queen Room - Sea Facing - Upgraded" are the same thing.
Standard room types, rate types, and amenities across all suppliers. Finally, consistent data you can build on.
Every match comes with a confidence score. Set your thresholds, review edge cases, trust the automation.
Not a one-time cleanup. RoomantIQ continuously processes new data and maintains catalogue integrity over time.
Query the unified catalogue via REST API. Integrate with your search, booking, and pricing systems seamlessly.
Full visibility into matching decisions. See why records were merged, track data lineage, maintain compliance.
See the transformation in your data quality
| Challenge | Before RoomantIQ | After RoomantIQ |
|---|---|---|
| Room Names | "DLX K", "Deluxe King", "King Dlx Room" | "Deluxe King Room" |
| Property Duplicates | Same hotel listed 5x with different IDs | Single canonical record |
| Rate Types | "NRF", "Non-Refund", "NonRef Rate" | "Non-Refundable" |
| Missing Data | 30% of records incomplete | 95%+ completeness |
| Search Results | Duplicate listings confuse customers | Clean, deduplicated results |
| Price Comparison | Comparing different room types unknowingly | True like-for-like comparison |
| Maintenance | Manual mapping per supplier | Automated normalisation |
Clean data powers better products across the travel ecosystem
"We aggregate from 20+ suppliers — deduplication was a nightmare"
Show customers clean search results without duplicates. Compare rates accurately across suppliers. Build trust with consistent, reliable listings.
"Our B2B partners need standardised data they can rely on"
Deliver normalised inventory to your distribution partners. Reduce support queries about data inconsistencies. Stand out with data quality.
"Our AI needs consistent data to make accurate recommendations"
Feed your AI clean, structured data. Improve recommendation accuracy. Eliminate hallucinations caused by inconsistent training data.
"Policy compliance requires knowing exactly what room type is being booked"
Enforce booking policies accurately with standardised room classifications. Report on travel spend with consistent categorisation.
Stop fighting supplier inconsistencies. Let RoomantIQ build your single source of truth.