Reclaim - AI Revenue Recovery
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Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueueNebulaSyncRef #SIM-PAY-144

NebulaSync

Checkout AbandonmentAt Risk
₹14,778 at risk·Problem: Checkout abandoned·Logged 12d ago·Event ID: evt-c-144-6692

Recovery Strategy & Expected Value

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

Human escalation

✓ Guardrails Approved
Why?

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

Expected Recovery₹4,877
Recovery Probability33%
Amount at Risk₹14,778
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: High-value checkout abandonment

31%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
33% probability₹4,877 expected
Payment link
30% probability₹4,433 expected
Session recovery
22% probability₹3,251 expected
Reminder
17% probability₹2,512 expected
Recommended Action

Human escalation

Expected Recovery₹4,877

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
05:07:39System

Checkout abandonment detected

High-value checkout abandonment — ₹14,778

Customer Profile

NebulaSyncAarav Patel (Contact)
billing@nebulasync.com
+91 98609 80338
Preferred Channelphone
Account ManagerPriya Mehta

Policy Gate Checks

Blocked
Retry limit✓ Approved
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.