Retail and Hospitality Growth Depends on Knowing Customers, Products, and Channels
Retail and hospitality brands make thousands of decisions every day related to pricing, promotions, assortment, and customer experience. But the data behind those decisions is often split across e-commerce, CRM, loyalty, ERP, booking, and service systems. Tamr brings those signals together into trusted, AI-ready records so teams can get a complete view of their customers, better manage products, respond to demand, and deliver more relevant experiences.
Omnichannel Customer Identity
A loyal customer may not always be recognized as the same person in-store, online, via mobile app, or in a booking or loyalty system. With AI-native master data management (MDM), Tamr resolves individual consumer and household identities into trusted customer 360-degree views—helping teams personalize messages and offers, improve service, and understand true lifetime value.

Product Data Accuracy
When product names, categories, and attributes vary across systems, customers struggle to find what they need, and teams struggle to optimize pricing, promotions, and assortments. Tamr creates unified, consistent, real-time product records that improve discoverability, merchandising, and margin performance.

Supplier and Inventory Agility
Out-of-stock items, delayed shipments, and demand swings require fast access to trusted supplier and product data. Tamr connects supplier, purchase, and inventory records so teams can identify alternatives, optimize sourcing, reduce waste, and keep shelves and properties stocked.

Location Intelligence
Stores, hotels, restaurants, fulfillment centers, and service locations often have inconsistent names, addresses, attributes, and hierarchies across systems. Tamr creates trusted location records that improve reporting, local marketing, territory planning, and execution.





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The biggest challenges facing financial services and insurance companies are incomplete, inaccurate, and duplicative data that is siloed within various corporate systems across the organization. Without holistic, 360-degree views of key business entities such as customers, policyholders, accounts, and counterparties, financial services firms and insurance carriers can expose themselves to risks associated with non-compliance and obscure valuable cross-sell and upsell opportunities.
Tamr applies different AI/ML models alongside agentic curation and select rules to clean, match, merge, and maintain data across ERPs, CRMs, and other corporate systems. The result is a golden record that represents the best, most accurate version of a customer, policyholder, account, or counterparty across systems and sources. Tamr also surfaces cross-entity relationships among and between these entities using enterprise knowledge graphs. The relationships surface valuable insights that they can use to identify customer service and cross-sell and upsell opportunities.
Relationship intelligence combines internal communications data with external market data to identify who knows whom, how they know them, and where new opportunities or risks reside. For financial institutions, relationship intelligence provides insights that enable warm outreach for dealmakers, prevent customer churn, and support risk management and compliance. Using Tamr, financial institutions can make these connections and deliver holistic, 360-degree views that support relationship intelligence.
Tamr’s AI-native master data management (MDM) solution enables financial institutions to streamline KYC and AML processes, support regulatory compliance initiatives, and improve risk detection. Unlike time-consuming, manual processes, AI-native MDM emphasizes entity resolution and data integration across both internal and external sources.
Tamr delivers the accurate and up-to-date entity and cross-entity relationship data that financial services firms and insurance carriers need to meet regulatory requirements and produce reliable reports. With these golden records (and the associated lineage to produce them) in hand, financial institutions can comply with audit procedures and regulatory reviews.
See for yourself
Get a free, no-obligation, 30-minute demo of Tamr, and discover how our unique AI-native MDM solution can empower you to deliver data you can trust.





