99.55% Patient Resolution. No False Positives.
Trove EMPI uses probabilistic matching with cultural name intelligence to resolve patient identity across fragmented records — at enterprise scale.
Ingest
Receive patient records from FHIR, flat files, and PDF documents from the network (faxes, scanned records, clinical PDFs).
Resolve
Apply probabilistic scoring with cultural name intelligence and false-positive gating to match records.
Verify
Validated patient identities are output as verified (Y/N) with confidence scores, ready for downstream use across payer, provider, and analytics workflows.
Capabilities
What Trove EMPI Does
Probabilistic Matching
Scores and resolves identities using probabilistic algorithms, not rigid deterministic rules
Cultural Name Intelligence
Handles non-Western name patterns, transliterations, nicknames, and maiden names
False-Positive Gating
Prevents incorrect merges with intelligent thresholds and human-in-the-loop review
Multi-Source Matching
Resolves identities across EHRs, claims, labs, and pharmacy systems simultaneously
Network PDF Processing
Ingests faxed records, scanned documents, and unstructured PDFs from the network
Scalable Resolution
99.55% resolution rate and 76.69% auto-match rate at enterprise volume
Use Cases
Who uses Trove EMPI
See Trove EMPI in Action
Schedule a demo to see how Trove can transform your healthcare data operations.