BlueShift Labs
Checkout AbandonmentAt Risk₹59,397 at risk·Problem: Checkout abandoned·Logged 11d ago·Event ID: evt-c-150-46140
Recovery Strategy & Expected Value
Ranking available actions by Expected Recovery Value (Probability × Amount)Recommended Action
Session recovery
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹26,135
Recovery Probability44%
Amount at Risk₹59,397
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Payment method hesitation
48%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Session recoveryTop ERV
44% probability₹26,135 expected
Human escalation
43% probability₹25,541 expected
Payment link
41% probability₹24,353 expected
Reminder
27% probability₹16,037 expected
Recommended Action
Session recovery
Expected Recovery₹26,135
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.
05:07:38System
Checkout abandonment detected
Payment method hesitation — ₹59,397
Customer Profile
BlueShift LabsAarav Pandey (Contact)
billing@blueshiftlabs.com
+91 97165 72491
Preferred Channelpayment_link
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.