DataPulse Analytics
Payment FailureAt Risk₹1,49,984 at risk·Problem: Payment timeout·Logged 14d ago·Event ID: evt-p-84-52448
Recovery Strategy & Expected Value
Ranking available actions by Expected Recovery Value (Probability × Amount)Recommended Action
Retry payment
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹83,991
Recovery Probability56%
Amount at Risk₹1,49,984
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Payment timeout
51%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
56% probability₹83,991 expected
Human escalation
56% probability₹83,991 expected
Payment link
38% probability₹56,994 expected
Reminder
28% probability₹41,996 expected
Recommended Action
Retry payment
Expected Recovery₹83,991
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
Payment failure detected
Payment timeout — ₹1,49,984
Customer Profile
DataPulse AnalyticsAnanya Iyer (Contact)
billing@datapulseanalytics.com
+91 96741 36020
Preferred Channelpayment_link
Account ManagerVikram Seth
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.