Reclaim - AI Revenue Recovery
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Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueueBrightPath AnalyticsRef #SIM-PAY-43

BrightPath Analytics

Payment FailureAt Risk
₹1,48,054 at risk·Problem: Bank decline·Logged 9d ago·Event ID: evt-p-43-27617

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₹71,066
Recovery Probability48%
Amount at Risk₹1,48,054
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Bank decline

46%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
48% probability₹71,066 expected
Payment link
44% probability₹65,144 expected
Retry payment
39% probability₹57,741 expected
Reminder
25% probability₹37,014 expected
Recommended Action

Human escalation

Expected Recovery₹71,066

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
05:08:27System

Payment failure detected

Bank decline — ₹1,48,054

Customer Profile

BrightPath AnalyticsKaran Saxena (Contact)
billing@brightpathanalytics.com
+91 95135 67101
Preferred Channelpayment_link
Account ManagerAmit Kapoor

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.