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Know Your Waitlist
Before It Matters

ConfirmAI predicts railway ticket confirmation probability in real-time using machine learning — so you can travel with confidence, not guesswork.

90.3%
Model Accuracy
100K+
Records Trained On
<150ms
Prediction Latency
82% CNF Probability

Why ConfirmAI?

Combining domain expertise with machine learning to take the uncertainty out of railway travel.

AI Prediction

XGBoost model trained on 100K+ records gives 90%+ accurate confirmation probabilities.

Smart Recommendations

Automatically suggests alternative trains, dates, and classes when confirmation is unlikely.

Risk Analysis

Three-level risk scoring (LOW / MEDIUM / HIGH) so you always know when to act.

History Tracking

Keep track of all past predictions and monitor status changes over time.

How It Works

1
Enter Ticket Details

Input your train number, waitlist position, class, and journey date.

2
AI Analyses Patterns

Our XGBoost model evaluates seasonality, capacity, and historical clearance rates.

3
Get Instant Results

Receive a probability breakdown and smart recommendations in under 150ms.

Take ConfirmAI Anywhere

Get real-time waitlist predictions, smart recommendations, and your complete history right from your pocket with our new mobile app.

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