Reclaim - AI Revenue Recovery
Ask Reclaim ✦Copilot

Ask about revenue at risk, timing, or agent decisions.

Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueueOrion CommerceRef #SIM-PAY-17

Orion Commerce

Payment FailureAt Risk
₹28,117 at risk·Problem: Payment timeout·Logged 2d ago·Event ID: evt-p-17-4350

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₹26,992
Recovery Probability96%
Amount at Risk₹28,117
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Payment timeout

88%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
96% probability₹26,992 expected
Human escalation
92% probability₹25,868 expected
Payment link
66% probability₹18,557 expected
Reminder
49% probability₹13,777 expected
Recommended Action

Retry payment

Expected Recovery₹26,992

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 Approved
Retry limit
Contact frequency
Recovery window
Amount threshold
Quiet hours
Idempotency
Action eligibility
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

Payment timeout — ₹28,117

Customer Profile

Orion CommerceSunita Varma (Contact)
billing@orioncommerce.com
+91 90384 55162
Preferred Channelemail
Account ManagerKaran Joshi

Policy Gate Checks

Passed
Retry limit✓ Approved
Contact frequency✓ Approved
Recovery window✓ Approved
Amount threshold✓ Approved
Quiet hours✓ Approved
Idempotency✓ Approved
Action eligibility✓ Approved
Deterministic boundary: LLM recommendation is gated before execution.