Reclaim - AI Revenue Recovery
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Buildathon Simulation
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Acme Corp

Razorpay Sandbox Active

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Case Investigation

Back to Recovery QueueZentra CommerceRef #SIM-PAY-6

Zentra Commerce

Payment FailureAt Risk
₹1,21,431 at risk·Problem: Payment timeout·Logged 13d ago·Event ID: evt-p-6-76075

Recovery Strategy & Expected Value

Ranking available actions by Expected Recovery Value (Probability × Amount)
PAYMENT SURFACE
Recommended Action

Retry payment

✓ Guardrails Approved
Why?

Highest expected recovery value among permitted interventions within configured recovery boundaries.

Expected Recovery₹88,645
Recovery Probability73%
Amount at Risk₹1,21,431
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Payment timeout

66%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
73% probability₹88,645 expected
Human escalation
69% probability₹83,787 expected
Payment link
50% probability₹60,716 expected
Reminder
36% probability₹43,715 expected
Recommended Action

Retry payment

Expected Recovery₹88,645

Highest expected recovery value within configured recovery boundaries.

Why this strategy? Similar cases recovered more successfully with this intervention pattern. (186 similar historical outcomes analyzed · 72% verified historical clearance).
Deterministic Policy Gate✕ Action Blocked
Retry limit
Contact frequency
Recovery window
Amount threshold
Quiet hours
Idempotency
Action eligibility
Action blocked because the 7-day recovery window has elapsed.
Bounded action verified by deterministic policy gate.

Agent Activity Timeline

Chronological audit of autonomous diagnostics, tool invocations, and stopping rules.

1 Steps
05:09:25System

Payment failure detected

Payment timeout — ₹1,21,431

Customer Profile

Zentra CommerceVikram Chauhan (Contact)
billing@zentracommerce.com
+91 96540 21191
Preferred Channelemail
Account ManagerAmit Kapoor

Policy Gate Checks

Blocked
Retry limit✓ Approved
Contact frequency✓ Approved
Recovery window✕ Gated
Amount threshold✕ Gated
Quiet hours✓ Approved
Idempotency✓ Approved
Action eligibility✓ Approved
Deterministic boundary: LLM recommendation is gated before execution.