Ireckonu for Technology Leaders

Fix Your Data Integrity and AI-Readiness

Built to Connect, Not to Replace

Data Integrity at Scale:

Unify, Clean, and Make Your Hotel Data AI-Ready

Your Hotel Data Is Broken.
Your AI Strategy Depends on Fixing It.

Ireckonu’s purpose-built hospitality middleware and CDP+ connects your PMS, CRM, loyalty, F&B, and spa systems into a unified data backbone — automatically cleaning, deduplicating, and making your guest data AI-ready. Centralized consent management. 95% automated match rate. No rip-and-replace. No 18-month implementation.


The Cost of Messy Data Is Higher Than You Think

Every hotel group we work with has the same story: a PMS from one vendor, a CRM from another, a loyalty system bolted on, F&B running its own database, and spa on yet another platform. Each system has its own version of guest data — and none of them agree.

The result: duplicate profiles, manual data reconciliation, GDPR consent chaos, and an IT team that spends more time on data plumbing than on strategic initiatives. And now the business is asking you to make this data “AI-ready” — to feed machine learning models that require clean, consistent, deduplicated data to produce reliable results.

You’ve been talking about silos for 10 years. Here’s what actually fixes it.

Feature Highlights

Data Integrity & AI Readiness

AI Readiness Layer

Automated data quality scoring. Clean, normalized, deduplicated data output ready for ML models. Ensures AI investments deliver reliable results from day one.

Data Privacy Hub

Centralized consent management across all connected systems. GDPR and CCPA compliance tools. Right-to-erasure automation. Audit trail for all data access and modifications. Eliminates consent chaos.

Identity Management

Persistent guest identity across properties and systems. Handles anonymous-to-known identity resolution. Cross-device and cross-channel identity stitching.

ML-Powered Match & Merge

Probabilistic and deterministic matching algorithms powered by machine learning. 95% automatic match rate. Configurable matching rules. Handles name variations, email changes, and cross-property deduplication at portfolio scale.

CDP+ (Golden Profiles)

Real-time data unification from all connected systems. Single canonical guest record. Schema-on-read flexibility. Hospitality-specific data model. AI-ready data output.

Middleware

Pre-built connectors for major hospitality systems (PMS, CRM, loyalty, F&B, spa). Bi-directional data flow. API-first architecture. Purpose-built for hospitality — not a generic integration platform.

95%

Automatic ML Profile Match Rate

50+

Pre-Built Hospitality Connectors

“With Ireckonu, we now have unified guest profiles and a central view of our data. It’s transformed how we approach guest recognition, insights, and governance — and made a massive difference in our day-to-day operations.”

Duane Robinson
Director of Guest Data at Mandarin Oriental Hotel Group

Built to Connect, Not to Replace

Ireckonu is middleware-first by design. We don’t ask you to rip out your PMS or replace your CRM. We connect to the systems you already use — with pre-built connectors for the major hospitality platforms and a flexible API for everything else.

Most integrations go live in weeks, not months. And from day one, your data starts getting cleaner, more unified, and more AI-ready.

“Without Ireckonu, CitizenM would not be where we are now, let alone where we will be in 5 to 10 years.”

Micheal Levie, Co-founder CitizenM

Built for Portfolio-Led Organizations

Managing Thousands of Rooms Across Multiple Brands? You’re dealing with complexity that affects data governance, connectivity and maintenance.

Ireckonu is purpose-built for enrprise-scale hotel groups:

 

Portfolio-Wide Data Governance: Unified guest profiles across all brands and properties

Proven at Enterprise Scale: Trusted by Mandarin Oriental, Hard Rock, and other global brands

De-Risks Your Decision: 95% automatic accuracy, enterprise-grade stability

Gets Everyone Aligned: Marketing, IT, and Operations working from one source of truth — no internal battles

 

You're not just buying a platform.
You're buying peace of mind.