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To make the call as useful as possible, it helps to come with your data challenge in mind — record volumes, sources, and what "a duplicate" means for you.
Should you build entity resolution, or buy it?
The single question most teams wrestle with before a demo. Our Build vs Buy breakdown walks through every stage you'd own if you built it yourself — and what it costs in time, money, and maintenance.
A few things to explore first
Short, practical deep-dives that cover the ground we'll likely talk through on the call.
Build your own IDR system: unify customer data, prevent fraud, and meet compliance. Avoid pitfalls with our comprehensive guide.
"Do I need an MDM, a CDP, a vector database, or an entity-resolution tool?" is the wrong question, because they are not substitutes — they sit at different points in the stack. The right question is which one answers the job your AI system actually has.
IdentityRAG is a Retrieval-Augmented Generation pattern in which an identity-resolution step runs between the LLM's question and the data sources, producing a single resolved customer record before any retrieval happens.