VibrantEdge
Payment FailureAt Risk₹1,44,890 at risk·Problem: Authentication failure·Logged 6d ago·Event ID: evt-p-87-62345
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₹1,11,565
Recovery Probability77%
Amount at Risk₹1,44,890
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Authentication failure
73%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Human escalationTop ERV
77% probability₹1.12L expected
Retry payment
62% probability₹89,832 expected
Payment link
55% probability₹79,690 expected
Reminder
40% probability₹57,956 expected
Recommended Action
Human escalation
Expected Recovery₹1,11,565
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.
05:07:38System
Payment failure detected
Authentication failure — ₹1,44,890
Customer Profile
VibrantEdgeArjun Kumar (Contact)
billing@vibrantedge.com
+91 99184 19088
Preferred Channelemail
Account ManagerVikram Seth
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.