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-149

Pinnacle Software

Checkout AbandonmentAt Risk
₹75,897 at risk·Problem: Checkout abandoned·Logged 2d ago·Event ID: evt-c-149-12108

Recovery Strategy & Expected Value

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

Session recovery

✓ Guardrails Approved
Why?

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

Expected Recovery₹54,646
Recovery Probability72%
Amount at Risk₹75,897
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Session timeout

63%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Session recoveryTop ERV
72% probability₹54,646 expected
Human escalation
69% probability₹52,369 expected
Payment link
66% probability₹50,092 expected
Reminder
35% probability₹26,564 expected
Recommended Action

Session recovery

Expected Recovery₹54,646

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 amount ₹75,897 exceeds the high-value approval threshold.
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

Checkout abandonment detected

Session timeout — ₹75,897

Customer Profile

Pinnacle SoftwareHarish Kumar (Contact)
billing@pinnaclesoftware.com
+91 93814 48535
Preferred Channelemail
Account ManagerVikram Seth

Policy Gate Checks

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