Prediction Engine

7-stage pipeline from historical data to forecasts

Prediction Engine Pipeline

Historical Data

Now
Recidivism Scoring
Network Reactivation
Spatial Forecasting
Temporal Patterns

Predictions

Attack Probability

73%

Timeline

7-14 days

Confidence

82%

Risk Trend

Rising

Step 1 of 7
Step 1

Historical Data Collection

Historical event data is collected and visualized as time-series. This includes all past incidents, arrests, intelligence reports, and entity activity logs spanning multiple years.

Progress14%
Historical Data Collection
Algorithm Processing
Recidivism Scoring
Network Reactivation
Spatial Forecasting
Temporal Pattern Analysis
Prediction Generation