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Live inference
Prediction Center
AI Generated Summary
2.48M predictions were served today at 99.1% success rate. Confidence remains concentrated above 90%, and the estimated business impact of today's predictions is +$420K in prevented churn and optimized pricing. Across the full model fleet of 247 AI models, forecast accuracy holds at 97.8% with 18.4M predictions/day platform-wide.
Predictions Today
2.48M
Success Rate
99.1%
Queue Depth
48
Business Impact
+$420K
Live Prediction Feed
StreamingConfidence Distribution
Across today's predictions
Batch vs. Real-Time Predictions
Volume split · last 7 days
Input vs. Output Analysis
Feature value vs. prediction score
Prediction Accuracy Timeline
Success rate · last 14 days
Failed Predictions
AI Explainability
Top feature driving churn predictions this week: declining weekly active usage, contributing 34% of the model's decision weight. Secondary drivers include support ticket volume (18%) and pricing tier downgrades (12%), consistent across the 247 AI models in production.
Fraud Detection v4.1's top signal remains device fingerprint mismatch (41% weight), while Revenue Forecasting v2.7 leans most heavily on seasonal demand curves (29% weight) — both consistent with last month's baseline.
Prediction API Usage
Requests per model · today
Recent Predictions