AI-Enabled Data Manager Flows

Through API(s), the latest AI functionalities can be easily added, upgraded and enhanced in the Data Manager offering.

Total AI Insights
Avg Confidence
%
Active Models
Actionable (>85%)
Total Predictions
Avg Model Accuracy
%
Total Quarantined
Quarantine Resolution Rate
%
AI Capabilities

Through API(s) the latest AI functionalities can be easily added/upgraded and enhanced in the Data Manager offering. By applying AI, we can detect abnormalities on the records processed and separate these early to optimize the level of checks done by fraud services for different transactions.

  • Prevent revenue leakage by ensuring billing anomalies are detected with AI
  • Gain Data Insights by applying artificial intelligence models that provide accurate forecasting
  • Early detection of deviations on payment and billing
  • Reduced number of billing errors to customers and remove reasons for late payment
  • Abnormalities can be segregated for further in-depth analysis
  • Constant data flow for real-time model fine-tuning (Foundational Models)
AI Data Flow Pipeline
Any Records
Transactional + BI Data
Data Manager
Improve, Correlate, Enrich
Optimized Data
Analyzed as BAU
Quarantined
In-depth analysis
Foundational Models
Real-time fine-tuning
Insights by Type
Model Confidence Radar
Data Processing Pipeline Volume
Model Performance — Accuracy & F1
Inference Latency by Model
Optimized vs Quarantined
Quarantine Reasons
Quarantine Severity
Quarantine by Source System
System Performance: Current vs TOTF Target
AI Model Performance Details
10 production models
Model Name Version Accuracy Precision Recall F1 Score Inference (ms) Predictions
System Performance — Current vs TOTF Target Comparison
AI Deep Analysis — AI-Enabled Flows GPT-4.1

AI is analyzing model performance data...

AI-Generated Intelligence

AI
AI Analyst

Welcome to the Data Manager AI Analyst. I can help you with:

  • Revenue leakage analysis & recovery strategies
  • Fraud pattern detection insights
  • Compliance & AML risk assessment
  • Data quality recommendations
  • Executive-level briefings

Ask me anything about your banking data platform.