AI-powered anomaly detection that spots issues before they reach your clients. Dynamic thresholds that adapt to seasonality. Impact analysis that translates enterprise metrics into client-level visibility.
Manual processes and static rules can not keep pace with the complexity and volume of healthcare data
~20 analysts manually reviewing Excel, Alteryx outputs, and Python reports. Static ±3-5% thresholds miss seasonality patterns.
Enterprise-level metrics mask client-specific impact. A 0.5% enterprise issue can mean 20-30% impact for a specific client.
Weekly EDW processing means issues wait until Friday close. No early warning as data arrives daily.
“Quality is good today, it's just a manual effort with many people dependencies. I need to remove manual interventions as much as possible.”
— Deric Joseph, Symphony Health Solutions
Leverage your existing Great Expectations investment with an AI enhancement layer that adds dynamic intelligence
You already own this
Bounteous value-add
You already have GX. We help you unlock its full potential with ML-powered intelligence on top.
Thresholds that learn from history and adapt to flu season, year-end patterns, and supplier-specific behavior.
Know exactly which clients are affected and by how much. Enterprise metrics translated to actionable insights.
Works with your existing Oracle pipeline. No big-bang replacement. Start seeing value in weeks, not months.
Everything you need for intelligent data quality management
300+ built-in validation rules including Z-score outlier detection, null checks, and distribution analysis.
ML-based thresholds that learn from 90 days of history and adjust for seasonality automatically.
Translate enterprise-level anomalies into client-specific impact with severity classification.
Detect issues as data arrives daily, not after weekly EDW processing completes.
Real-time monitoring with trend analysis, anomaly history, and supplier health scores.
Generate Jira tickets with context, send alerts, and route issues to the right teams.
Small enterprise issues have outsized client impact
Our impact analysis engine maps supplier dependencies to show exactly which clients are affected and by how much—before they find out themselves.
Explore the interactive demo to see how GX Core + AI Enhancement transforms data quality management.