Reclaim - AI Revenue Recovery
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Case Investigation

Back to Recovery QueueRapidFin TechnologiesRef #SIM-PAY-58

RapidFin Technologies

Payment FailureAt Risk
₹72,544 at risk·Problem: Insufficient funds·Logged 2d ago·Event ID: evt-p-58-51771
Reclaim Learning Signal Active

Evening retries recovered 14% more payments than morning retries across 186 similar cases.

186 similar outcomes analyzed · Historical recovery rate: 65% · Safety: Gated by deterministic policy checks.

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₹27,567
Recovery Probability38%
Amount at Risk₹72,544
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Insufficient funds

22%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
38% probability₹27,567 expected
Human escalation
20% probability₹14,509 expected
Payment link
17% probability₹12,332 expected
Reminder
16% probability₹11,607 expected
Recommended Action

Retry payment

Expected Recovery₹27,567

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
Retry blocked because the maximum retry limit of 2 has been reached.
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

Insufficient funds — ₹72,544

Customer Profile

RapidFin TechnologiesPooja Nair (Contact)
billing@rapidfintechnologies.com
+91 93277 65211
Preferred Channelwhatsapp

Policy Gate Checks

Blocked
Retry limit✕ Gated
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.