CONSTELLATION BY JOURNEY · THE SINGLE UNDERSTANDING

Every signal. One constellation. Finally connected.

Journey connects the clues a guest leaves across PMS systems, OTA reservations, your website, marketing, dining, and service—then resolves them into one governed profile your team can trust.

SEE CONSTELLATION FOR MY BRAND →EXPLORE THE PROFILE

Illustrative portrait of Olivia Chen — Illustrative animation showing hospitality data sources resolving through Constellation into one unified profile and useful guest insights.

Use the hotel data you already have

Connect PMS, booking, on-property, web, marketing, membership, and service signals.

Choose certainty for the moment

Use stricter identity for transactions and broader, labeled confidence for discovery.

Activate one relationship across HXP

Turn the profile into arrival context, audiences, service, personalization, and measurement.

Illustrative product data. Connected-source availability depends on each organization's configured integrations and permissions.

THE STRANGER PROBLEM

The guest is not new. Your systems just haven't met.

A returning guest can appear as a new PMS profile, an OTA relay address, an anonymous web session, and a restaurant check—all before your team greets the same person at the desk.

Constellation gives independent hospitality the shared memory of a global platform while preserving the brand, access, and human judgment that make the experience personal.

PROPERTY PMSO. ChenNo previous stays here

OTA BOOKINGoc•••@guest.bookingContact details masked

RESTAURANTTable 18 · party of twoVegetarian tasting

WEBSITEReturning visitorOcean-view rooms

JOURNEY
IDENTITY
RESOLUTION

ARRIVING FRIDAY · 3:20 PMOlivia Chen

Recognized across 5 source types

ONE-MINUTE BRIEF

Anniversary return. High floor and down-free bedding. Traveling with Maya. Vegetarian breakfast.

MULTIPLE PMSOTA RESERVATIONSBOOKING ENGINEWEBSITEMARKETINGMEMBERSHIPRESTAURANT POSSPA & EXPERIENCESSERVICE CONTEXT

HOSPITALITY-NATIVE IDENTITY

Built for the real mess of a guest relationship.

Names change. Emails multiply. OTAs mask. Properties run different systems. Travel parties evolve. Journey does not ask one identifier to carry all that uncertainty.

Across PMS systems

Connect property-level profiles from more than one PMS without flattening the brand, property, or access boundary behind each record.

Past the OTA mask

Treat a relay email or masked phone as one clue—then evaluate it with verified contact points, PMS IDs, booking context, membership, and first-party behavior.

From anonymous to known

Preserve continuity from consented website and marketing activity, then connect it only when a trusted signal identifies the guest.

Across the travel party

Understand who travels together from reservation context and confirmed relationships—without turning a shared stay into an unsupported personal claim.

oc•••@guest.booking

IDENTITYconfidence, not assumption

PMS profile ID Verified phone Booking pattern Member ID

BEYOND THE OTA MASK

A masked identity is a clue. Not proof.

Constellation does not simply “unmask” a relay email. It resolves identity by combining authorized signals—such as property-scoped PMS IDs, verified contact points, booking context, membership, and first-party activity—then shows the confidence behind the result.

Match more than stringsNormalize contact variants and connect durable source identifiers.
Keep uncertainty visibleRoute ambiguous matches for review instead of manufacturing certainty.
Keep the evidenceRetain aliases and source history after a profile is resolved.

THE GOLDEN RECORD

One preferred answer. Every original clue.

Journey selects the best value for each guest attribute using source trust, verification, recency, and the guest's own stated preference. It never needs to erase the evidence that led there.

Provenance attached Reversible history Guest preference wins

GOLDEN PROFILEOLIVIA CHEN4 preferred values · 9 retained aliases

PREFERRED EMAILolivia@example.com

Guest verified

PREFERRED PHONE+1 (212) •••-1842

SMS verified

RETAINED ALIASoc•••@guest.booking

OTA reservation

PROPERTY PROFILES3 source IDs connected

Scope preserved

CONFIDENCE BY USE CASE

The right identity standard for the decision.

A marketing insight and a points redemption should not use the same burden of proof. Constellation lets precision or reach fit the moment.

01HIGH PRECISION

When being wrong is expensive.

Use deterministic, verified identity for billing, points, legal, and other actions that demand certainty.

02BALANCED RECOGNITION

When service needs context now.

Combine strong matching signals for arrival recognition and personalization, with review when the evidence is not enough.

03HIGH REACH

When patterns matter more than a person-level action.

Use broader, clearly labeled confidence for analytics and recommendations—not for irreversible guest decisions.

THE PROFILE THAT TRAVELS

A lifetime of hospitality, ready for the next moment.

Constellation connects the relationship over time, then reduces it to what is useful now. The result is not a dossier. It is context for better judgment.

CONSTELLATION · ILLUSTRATIVEOlivia Chen

8 stays · 3 properties · Icon member

WHAT MATTERS FOR FRIDAY

Anniversary return. High floor, down-free bedding, vegetarian breakfast. Maya is traveling with her.

MAY 2023PROPERTY PMS

The first preference appears

A property PMS records a high-floor request and down-free bedding.

OCT 2024PMS + POS

A stay becomes a relationship

Dinner includes the vegetarian tasting and a Negroni. Maya is added to the same reservation.

FEB 2025WEB + MEMBERSHIP

Direct intent connects

A consented website session returns, views ocean-facing rooms, and later verifies through membership.

ARRIVING FRIDAYHXP CONSTELLATION

The team sees one useful brief

Returning for an anniversary, traveling with Maya, with the few preferences that matter for this stay.

OliviaConstellation

MayaFrequent companion

RELATIONSHIP EVIDENCE 3 shared stays 2 same reservations Guest-confirmed once

ASSOCIATED PEOPLE

Hospitality happens in relationships.

A guest rarely travels alone in the data. Constellation can connect companions and travel parties from reservation context and confirmed links, so a hotel understands not only who is arriving, but who the moment is for.

Suggested relationships keep their evidence and confidence. A co-stay alone does not become a personal fact.

TRUST IS A PRODUCT FEATURE

Powerful enough to connect. Careful enough to deserve it.

Permissioned

Profile access respects authenticated organization, brand, venue, and consent boundaries.

Transparent

Preferred values retain their source, verification, and the aliases that led to them.

Reviewable

Uncertain matches can wait for a person instead of forcing an automatic merge.

Reversible

Merge history and original evidence remain available when a decision needs correction.

A NEW HOSPITALITY LAYER

Hotels have systems of record. Constellation becomes the system of recognition between them.

Manyidentity signal types, each kept with its source

3confidence modes by use

1source-aware guest relationship

CONSTELLATION BY JOURNEY

Stop welcoming loyal guests like strangers.

Bring your PMS, OTA, web, marketing, and on-property signals into a relationship your team can understand—and your guests can feel.

SEE IT FOR MY BRAND →EXPLORE GUEST INSIGHTS

Journey begins with your systems, permissions, and the guest experience you want to create.