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-44

NebulaSync

Payment FailureAt Risk
₹67,026 at risk·Problem: Authentication failure·Logged 9d ago·Event ID: evt-p-44-14242

Recovery Strategy & Expected Value

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

Human escalation

✓ Guardrails Approved
Why?

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

Expected Recovery₹48,929
Recovery Probability73%
Amount at Risk₹67,026
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Authentication failure

66%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
73% probability₹48,929 expected
Retry payment
56% probability₹37,535 expected
Payment link
50% probability₹33,513 expected
Reminder
36% probability₹24,129 expected
Recommended Action

Human escalation

Expected Recovery₹48,929

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

Authentication failure — ₹67,026

Customer Profile

NebulaSyncRajesh Sharma (Contact)
billing@nebulasync.com
+91 91335 36636
Preferred Channelemail
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.