Reclaim - AI Revenue Recovery
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Acme Corp

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Case Investigation

Back to Recovery QueueCyberRoot SystemsRef #SIM-PAY-57

CyberRoot Systems

Payment FailureAt Risk
₹96,137 at risk·Problem: Network failure·Logged 1d ago·Event ID: evt-p-57-13239

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₹53,837
Recovery Probability56%
Amount at Risk₹96,137
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₹53,837 expected
Human escalation
54% probability₹51,914 expected
Payment link
38% probability₹36,532 expected
Reminder
28% probability₹26,918 expected
Recommended Action

Retry payment

Expected Recovery₹53,837

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 ₹96,137 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
05:08:27System

Payment failure detected

Network failure — ₹96,137

Customer Profile

CyberRoot SystemsKaran Nair (Contact)
billing@cyberrootsystems.com
+91 99218 33748
Preferred Channelphone

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.