Reclaim - AI Revenue Recovery
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Ask about revenue at risk, timing, or agent decisions.

Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueuePinnacle SoftwareRef #SIM-PAY-65

Pinnacle Software

Payment FailureAt Risk
₹3,618 at risk·Problem: Mandate failure·Logged 7d ago·Event ID: evt-p-65-54712

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₹687
Recovery Probability19%
Amount at Risk₹3,618
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Mandate failure

17%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
19% probability₹687 expected
Payment-method update
15% probability₹543 expected
Payment link
13% probability₹470 expected
Reminder
9% probability₹326 expected
Recommended Action

Human escalation

Expected Recovery₹687

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
05:07:38System

Payment failure detected

Mandate failure — ₹3,618

Customer Profile

Pinnacle SoftwareNikhil Varma (Contact)
billing@pinnaclesoftware.com
+91 95679 51499
Preferred Channelphone
Account ManagerVikram Seth

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.