GATI DRISHTI

Network Intelligence Core

Inside the AI pipeline powering GATI DRISHTI's dynamic ETAs and crossing predictions.

Live Route Simulation

Mumbai — Delhi Corridor (WR) visualizer

Mumbai CentralMMCT
BorivaliBVI
SuratST
VadodaraBRC
RatlamRTM
Kota JnKOTA
Sawai MadhopurSWM
New DelhiNDLS
12951
12903
12431
12283

AI Training & Historical Data Pipeline

How we aggregate NTES data to train predictive models.

Data MiningScraping historical NTES logs & weather APIs.
Feature EngineeringNode congestion, day-of-week, seasonal variances.
GATI EngineXGBoost model predicting cascading delay minutes.

Overtake & Crossing Prediction

By analyzing the live velocity of trains on shared network edges, our system mathematically flags probable crossing and overtaking events.

Express
12951
110 km/h
Freight
BOXN-R
60 km/h
Predicted Overtakein 14 mins
NodeBHARUCH (BH) Loop

Live System Logs

Network operating normally. All ETAs within expected variance.