Reclaim - AI Revenue Recovery
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Buildathon Simulation
AC

Acme Corp

Razorpay Sandbox Active

Reclaim Mark

Case Investigation

Back to Recovery QueueFluxPoint SaaSRef #SIM-PAY-78

FluxPoint SaaS

Payment FailureAt Risk
₹26,241 at risk·Problem: Card expired·Logged 3d ago·Event ID: evt-p-78-73381
Reclaim Learning Signal Active

Based on 45 similar historical outcomes (76% verified clearance rate).

45 similar outcomes analyzed · Historical recovery rate: 76% · Safety: Gated by deterministic policy checks.

Recovery Strategy & Expected Value

Ranking available actions by Expected Recovery Value (Probability × Amount)
PAYMENT SURFACE
Recommended Action

Payment-method update

✓ Guardrails Approved
Why?

Highest expected recovery value among permitted interventions within configured recovery boundaries.

Expected Recovery₹22,305
Recovery Probability85%
Amount at Risk₹26,241
Ranked by Expected Value
Autonomous Intelligence

Agent Diagnosis: Card expired

75%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Payment-method updateTop ERV
85% probability₹22,305 expected
Human escalation
79% probability₹20,730 expected
Payment link
56% probability₹14,695 expected
Reminder
41% probability₹10,759 expected
Recommended Action

Payment-method update

Expected Recovery₹22,305

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

Card expired — ₹26,241

Customer Profile

FluxPoint SaaSMohit Kulkarni (Contact)
billing@fluxpointsaas.com
+91 97342 26476
Preferred Channelphone

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.