CorePay Systems
Payment FailureAt Risk₹1,31,939 at risk·Problem: Card expired·Logged 12d ago·Event ID: evt-p-39-73343
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)Recommended Action
Payment-method update
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹1,02,912
Recovery Probability78%
Amount at Risk₹1,31,939
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Card expired
68%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Payment-method updateTop ERV
78% probability₹1.03L expected
Human escalation
71% probability₹93,677 expected
Payment link
51% probability₹67,289 expected
Reminder
49% probability₹64,650 expected
Recommended Action
Payment-method update
Expected Recovery₹1,02,912
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.
05:09:25System
Payment failure detected
Card expired — ₹1,31,939
Customer Profile
CorePay SystemsSameer Singh (Contact)
billing@corepaysystems.com
+91 98769 64408
Preferred Channelwhatsapp
Policy Gate Checks
Retry limit✓ Approved
Contact frequency✓ Approved
Recovery window✕ Gated
Amount threshold✕ Gated
Quiet hours✓ Approved
Idempotency✓ Approved
Action eligibility✓ Approved
Deterministic boundary: LLM recommendation is gated before execution.