Interactive visualization of your connected data
Quick iteration — Fast blocker, standard matcher, 3 epochs
Production quality — Hybrid blocker, advanced matcher, 10 epochs
EntityWizr trained model — high recall entity matching
LLM-based matching with hybrid blocking
EntityWizr with structured serialization — best for tabular data
LLM with structured serialization — structured + LLM hybrid
Fast blocker → LLM embedding matcher — fast
Fast blocker → LLM embedding → Graph walks — slower, best quality
Match and deduplicate records across data sources using ML-powered blocking, matching, and clustering. Select a preset and mode above, then click Launch.