AI Recovery Decision

Cart #RC-1198 · Home Appliance Bundle · ₹15,000

RecoveredBack to analysis

#RC-1198

₹15,000 · Payment Failure

Step 3 of 7 · Peak window

97%

01

Recovery segment

Payment Failure

02

Default strategy

Payment retry

03

Merchant rules + context

No conflict

04

Final decision

Immediate fresh payment request on the existing order

Context evaluated

The segment default is never applied blindly.

Merchant rules

  • · Auto-retry failed payments enabled
  • · No incentive needed

Customer context

  • · Order already created
  • · Repeat customer with successful past payments

AI reasoning

Why this action, for this customer

  1. 01Intent is confirmed by an actual payment attempt.
  2. 02The default payment-retry strategy fits exactly — no modification needed.
  3. 03A fresh payment link is sent immediately while intent is still warm.

Decision type

CONFIRM

Immediate fresh payment request on the existing order

Incentive
None
Timing
Immediate
Channel
WhatsApp
Confidence
91%

Executed automatically — within your autonomy limits

Recovery window

Recovery value decays fast after abandonment

97% window left23h to cold

Peak window · abandoned 45m ago

Recovery sequence

The agent ladders touches instead of firing once

  1. +1h

    Reminder — no incentive

    WhatsAppConverted

    Recovered without any discount — margin protected

  2. +6h

    Fresh payment link

    EmailSkipped

    Cancelled after conversion

  3. +20h

    Final reminder — still no incentive

    WhatsAppSkipped

    Cancelled after conversion

  4. Each response state feeds back into the Learn stage — bounces retire a channel, opens without clicks strengthen the next offer.

Objective

Optimizing for profit-efficient recovery — recover revenue at the lowest necessary incentive cost.

Segment ≠ actionRules enforcedMargin protected

Simulated AI decision output for demonstration purposes.