LuminaAI
Checkout AbandonmentAt Risk₹58,583 at risk·Problem: Checkout abandoned·Logged 8d ago·Event ID: evt-c-156-30116
Reclaim Learning Signal Active
Based on 60 similar historical outcomes (65% verified clearance rate).
60 similar outcomes analyzed · Historical recovery rate: 65% · Safety: Gated by deterministic policy checks.Recovery Strategy & Expected Value
Ranking available actions by Expected Recovery Value (Probability × Amount)Recommended Action
Payment link
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹42,766
Recovery Probability73%
Amount at Risk₹58,583
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Payment page abandonment
66%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Payment linkTop ERV
73% probability₹42,766 expected
Human escalation
69% probability₹40,422 expected
Reminder
50% probability₹29,292 expected
Session recovery
46% probability₹26,948 expected
Recommended Action
Payment link
Expected Recovery₹42,766
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.
05:07:39System
Checkout abandonment detected
Payment page abandonment — ₹58,583
Customer Profile
LuminaAIDevika Reddy (Contact)
billing@luminaai.com
+91 95144 89629
Preferred Channelphone
Policy Gate Checks
Retry limit✓ Approved
Contact frequency✓ Approved
Recovery window✕ Gated
Amount threshold✕ Gated
Quiet hours✕ Gated
Idempotency✓ Approved
Action eligibility✓ Approved
Deterministic boundary: LLM recommendation is gated before execution.