LuminaAI
Payment FailureAt Risk₹1,11,048 at risk·Problem: Bank decline·Logged 3d ago·Event ID: evt-p-34-56299
Recovery Strategy & Expected Value
Ranking available actions by Expected Recovery Value (Probability × Amount)Recommended Action
Human escalation
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹62,187
Recovery Probability56%
Amount at Risk₹1,11,048
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Bank decline
53%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
56% probability₹62,187 expected
Payment link
50% probability₹55,524 expected
Retry payment
45% probability₹49,972 expected
Reminder
38% probability₹42,198 expected
Recommended Action
Human escalation
Expected Recovery₹62,187
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.
05:09:25System
Payment failure detected
Bank decline — ₹1,11,048
Customer Profile
LuminaAIAshish Gupta (Contact)
billing@luminaai.com
+91 98665 65452
Preferred Channelwhatsapp
Account ManagerPriya Mehta
Policy Gate Checks
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.