Reclaim - AI Revenue Recovery
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Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueuePinnacle SoftwareRef #SIM-PAY-3

Pinnacle Software

Payment FailureAt Risk
₹79,135 at risk·Problem: Network failure·Logged 7d ago·Event ID: evt-p-3-59805

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₹44,316
Recovery Probability56%
Amount at Risk₹79,135
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Network failure

51%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
56% probability₹44,316 expected
Human escalation
54% probability₹42,733 expected
Payment link
38% probability₹30,071 expected
Reminder
36% probability₹28,489 expected
Recommended Action

Retry payment

Expected Recovery₹44,316

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
05:07:38System

Payment failure detected

Network failure — ₹79,135

Customer Profile

Pinnacle SoftwareRajesh Chauhan (Contact)
billing@pinnaclesoftware.com
+91 94468 85168
Preferred Channelwhatsapp

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.