Data QualityAvailable

Merge Anomaly Resolution Agent

Catches bad merges before they corrupt your golden records — and fixes the safe ones automatically

Community release — no warranty or support. This agent is provided AS-IS free of charge. Datagist LLC provides no technical support, maintenance, or bug fixes. Test thoroughly in a non-production environment before any production deployment. Use entirely at your own risk.

About this agent

A single erroneous merge can cascade through downstream systems in minutes. This agent monitors Reltio merge activity in real time, classifies each event by confidence, auto-resolves low-risk anomalies, and escalates high-risk cases to stewards with full context attached. Seven-module architecture with complete audit logging, configurable thresholds per data domain, and production-proven at million-record scale.

Use cases

Detecting erroneous cross-domain merges before they propagate downstream
Auto-resolving low-confidence merge anomalies without steward intervention
Escalating high-risk merge cases with full context to stewardship queues
Maintaining audit-ready merge decision trails for regulatory compliance
Alerting data governance teams to systematic match rule failures

Features

Real-time merge event monitoring via Reltio Event API
Confidence-stratified decisioning: auto-resolve, review, or escalate
Seven-module architecture with full audit logging
Slack, Teams, and email alerting integration
Reltio API native — no middleware or ETL layer required
Configurable thresholds and routing rules per data domain
Detailed merge decision explanations for steward review

Tech stack

PythonReltio REST APIFirestoreCloud FunctionsPub/Sub

Get this agent

Free community release. No license fee. Requires agreement to AS-IS terms.

Our approach →
No support provided

This is a free community release. Datagist LLC provides no technical support, bug fixes, or maintenance. You are solely responsible for testing and operation.

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Every MDM environment has unique stewardship and automation challenges. Our team designs, builds, and deploys custom Reltio agents tailored to your specific data domains, business rules, and integration landscape.