Hospitality Big data
Natural Language A.I.
room
hotel
content
map
match
dedupe
we convert unstructured data into qualified booking, normalized presentation, productivity & profitability, B2B to B2C cleanse website , automated rebooking
Services
Curate, deduplicate, normalize, aggregate & translate your suppliers hotel & room content in 6 languages.
Separation:
Meta-matching, our NLP intel, chunks a text into sections, finding noons, syntax, lingo, typos, abbrev.
, related topics.
sortable data.
Reconcile:
After separation, you reconcile ambiguities by normalizing data.
You group similar rooms.
Map hotel ID from zero:
Our NLP intel is integration-less and works with any source.
Get a ready to use IDs table for any distribution system.
A unique A.I. with negative, positive, neutral, associative & sentimental analysis.
Fast SaaS/FaaS B2B production transparent funnel available. We get you covered.
a powerful API
high automation
smart & accurate
Solutions
For a wide range of scenarios.
How it works
NLP refers to Natural Language Processing & is giving computers the ability to understand text and spoken words in much the same way human beings can.
We have developed a technology using a new dictionaries hierarchy accessible to everyone with easy data reading and usage.
Multiple languages
With one description language source, you receive 6 translated & normalized descriptions. (EN SP PT FR IT DE).
Languages can be mixed in the input. Meta-matching sorts out ambiguities between languages.
This allows to more precisely map rooms according to country, where hotelier often use their mother language in conjunction with English.
Room text normalization
Meta-matching converts your suppliers, DMC, XLS, bed-bank sources using standardized qualifications & normalized descriptions.
cutomize your response with a short description, or all topics, select what topic to include, the order of it.
Mimic Booking, Expedia on your website in 6 languages
Room topics separation
We have developed a set of 23 dictionaries covering hospitality room mapping topics:
BDR : bedroom specs
TYP : room type
CAT : room category & class
MKG : room name & marketing
VEW : room view
BED : bed type
REF : refund policy
CAN : cancel policy
DEP : deposit policy
MBR : membership policy
PAX : pax usage
BRD : board meal
ADA : accessible
SMK : smoking policy
SHR : shared amenities
PLA : plan & promotions
FLR : floor level limitations
BLC : balcony & patio
COK : cooking amenities
WWW : internet specs
CAR : parking options
SQF : room surface
AMN : in room amenities
Room group matching
In addition to separation & normalization, meta-matching provides the proper groups for each room.
Sort supplier's similar rooms into qualified groups asynchronously.
Those groups (4) called "FullText" are data oriented and formatted to also be used as indexes for databases like mySql. Room database cache & natural language seach ready included.
When doing dynamic mapping, each time a supplier returns his rooms list, you get your mapping. Then, using the fullText groups acting as a footprint, you easily reconcile
all the rooms asynchronously into common groups.
A group can be as simple as type & view, or customized.
Comes in 2 flavors
For dynamic comparison & detailed static content mapping
A Dynamic rate comparison robot.
First version of the A.I. focuses on speed, sorts out room duplicates from suppliers and reconciles them into groups.
It also returns the separation & rewritten name but is primarily focused on sorting the best offers per room type & group the fastest.
Stop sorting your rooms by the cheapest found supplier and showing only this one.
Start generating more revenues by showing the best offer per room type available in the hotel.
Get 20% more margin avg on booking
A dynamic rebooking assistant.
In addition to right spot the best offer at start, use it to manage your own rebookings with ease.
We do not handle the rebooking nore take any commission on it !
Compare all your suppliers rates instantly & at any time.
Get 15% more margin avg on rebooking
For a global mapped room inventory
The extended version of our A.I., you get a detailed separation, curated data & description in 5 languages.
Available in CSV or JSON, you can entirely map OTAs, bedbanks, channels with all specs.
You build your own mapped room database for outstanding online service, by attribute filters & customer mood or style.
The extended version returns the room range & if the room has specifics style & mood.
Bringing personalization to end customer.
Market margin compared at destination level
When mapping rooms across suppliers for hundreds hotels at the same time, you sort by GP margin per room type at a wide scale.
If you have for instance 3 bedbanks & 1 OTA, you map the public price with wholesale rates. Doing so, per hotel, per room type, you extract GP margin.
1 to 2% of offers at destination level are over 100% margin. Dont miss them.
Right spot ultra high profit opportunities.
Room separation mapping demo
An example of mapping a room description in details.
Room type group matching demo
400 rooms from multiple suppliers matched within 3 groups of essentials.
A first example with a shallow matching aggregation.
Customize your groups association as you want.
Group 1 with type, category
Group 2 with view
Group 3 with beds
More detailed matching demo
400 rooms from multiple suppliers matched within 3 higher granularity groups with b2b range essentials data oriented one.
In this example, we set a detailed group related to essentials and have the subset dependancies.
Customize your groups association use the profiling parameters as you want it to be.
Group 1 with type, category & view
Group 2 with beds
Group 3 with capacity, ada, range, style
Deep detailed granularity aggregation demo
400 rooms from multiple suppliers matched with 1 main detailed group & other associated.
Deeper is the matching, more the intel does not aggregate too far and tries to stick as close as possible from original without transvestite reality.
But association can go deep, check the capacity (single, double, triple) in below groups deducted from bed + pax + extra bed aggregation.
Those are examples among multiple you can customize at will.
Group 1 with type, category, view, single use, beds, capacity, accessible
Group 2 with capacity, ada, range, style, pax usage, single use
static / destination level
click below image to download an extract from OTA hotels.
RoomTypeName & RoomTypeDescription HTML combined, mapped.
static / online portal
Use the online interface with your XLS lists
Upload data, launch & forget your matching jobs.
Check progress online. Get email notification with result download link.
No hard learning curve. Meta-matching brings simplicity.
- Drag & drop
- Launch job
- Get result
room dynamic mapping
annual subscription. per month rate
reconcile your supplier's rooms & rates at hotel level
provided within below services:
response time <= 1s - API JSON & online csv import/export - separation & matched room groups - rewritten description
- Up to 100K rooms
- Up to 1M rooms
- Up to 3M rooms
- Up to 5M rooms
- Up to 10M rooms
- unlimited rooms
room static mapping
annual subscription. per month rate
Map, curate, dedupe, normalize & reconcile in details hotel rooms. For hotel + room global inventory management.
provided within below services:
Response time may vary depending on number of rows and asked separation - complete separation & filters - reconcile room groups
per criteria normalization - Sentiumental analysis - API JSON & online csv import/export - rewritten description in 4 languages. EN SP PT FR.
Includes mysql fullText indexes.
- Up to 100k rooms
- Up to 1M rooms
- Up to 3M rooms
- Up to 5M rooms
- Up to 10M rooms
- unlimited rooms
hotel ID mapping
annual subscription. per month rate
Flat fee 199 € / month.
provided within below services:
no suppliers limit - map from zero - OTA, bed banks, rentals, local DMC, your XLS or any other source.
lodging type mapping included. Use the interface or API.
- 100k rows
- Up to 1M rows
- Up to 3M rows
- flat fee/month: 199 €
- Up to 5M rows
- flat fee/month: 199 €
- Up to 10M rows
- flat fee/month: 199 €
- unlimited rows
- flat fee/month: 199 €
About us
Miami USA - Paris France