Bharat · Edition for Examination
III · Live demo

One checkout.
Six shoppers.

Each shopper has a real history in the feature table. Switch between them to see the engine block POD for repeat offenders and new high-value accounts while leaving the trusted user untouched.

This is a demonstration only. The decisions shown here are for illustration and do not constitute a production fraud or payout system.

Backendsimulator (set DATABRICKS_* secrets to wire warehouse)
Checkout — Step 3 / 3
Decision pipeline · SLA < 2 s1040 ms budget
  • Fetching features from gold_user_pod_behavior_30d280 ms
  • Scoring 14 behavioural signals360 ms
  • Applying rule layer (Claim 1.5)240 ms
  • Rendering decision160 ms
Order
2 items · ₹1,840
Cotton kurta · Brass diya set
Deliver to
2–4 business days
Payment method
  • UPI allowed
  • Credit / Debit Card allowed
  • Cash / Pay on Delivery allowed
  • Wallet allowed
  • Net Banking allowed