Reclaim - AI Revenue Recovery
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Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

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Case Investigation

Back to Recovery QueueFinStack IndiaRef #SIM-PAY-93

FinStack India

Payment FailureAt Risk
₹26,872 at risk·Problem: Payment timeout·Logged 9d ago·Event ID: evt-p-93-88366

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₹4,568
Recovery Probability17%
Amount at Risk₹26,872
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Payment timeout

15%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
17% probability₹4,568 expected
Human escalation
14% probability₹3,762 expected
Payment link
11% probability₹2,956 expected
Payment-method update
8% probability₹2,150 expected
Recommended Action

Retry payment

Expected Recovery₹4,568

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
Retry blocked because the maximum retry limit of 2 has been reached.
Bounded action verified by deterministic policy gate.

Agent Activity Timeline

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

1 Steps
05:08:27System

Payment failure detected

Payment timeout — ₹26,872

Customer Profile

FinStack IndiaKavita Singhania (Contact)
billing@finstackindia.com
+91 90354 32222
Preferred Channelphone
Account ManagerAmit Kapoor

Policy Gate Checks

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