BlueShift Labs
Checkout AbandonmentAt Risk₹48,745 at risk·Problem: Checkout abandoned·Logged 4d ago·Event ID: evt-c-131-36713
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₹39,483
Recovery Probability81%
Amount at Risk₹48,745
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Session timeout
70%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Session recoveryTop ERV
81% probability₹39,483 expected
Human escalation
74% probability₹36,071 expected
Payment link
74% probability₹36,071 expected
Reminder
39% probability₹19,011 expected
Recommended Action
Session recovery
Expected Recovery₹39,483
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
Retry blocked because the maximum retry limit of 2 has been reached.
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
Session timeout — ₹48,745
Customer Profile
BlueShift LabsRohan Kulkarni (Contact)
billing@blueshiftlabs.com
+91 95483 49475
Preferred Channelpayment_link
Policy Gate Checks
Retry limit✕ Gated
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.