ConfirmAI predicts railway ticket confirmation probability in real-time using machine learning — so you can travel with confidence, not guesswork.
Combining domain expertise with machine learning to take the uncertainty out of railway travel.
XGBoost model trained on 100K+ records gives 90%+ accurate confirmation probabilities.
Automatically suggests alternative trains, dates, and classes when confirmation is unlikely.
Three-level risk scoring (LOW / MEDIUM / HIGH) so you always know when to act.
Keep track of all past predictions and monitor status changes over time.
Input your train number, waitlist position, class, and journey date.
Our XGBoost model evaluates seasonality, capacity, and historical clearance rates.
Receive a probability breakdown and smart recommendations in under 150ms.
Get real-time waitlist predictions, smart recommendations, and your complete history right from your pocket with our new mobile app.
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