CyberRoot Systems
Payment FailureAt Risk₹70,743 at risk·Problem: Payment timeout·Logged 10d ago·Event ID: evt-p-20-86623
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₹14,149
Recovery Probability20%
Amount at Risk₹70,743
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Payment timeout
18%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Retry paymentTop ERV
20% probability₹14,149 expected
Human escalation
16% probability₹11,319 expected
Payment link
14% probability₹9,904 expected
Reminder
10% probability₹7,074 expected
Recommended Action
Retry payment
Expected Recovery₹14,149
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.
05:09:25System
Payment failure detected
Payment timeout — ₹70,743
Customer Profile
CyberRoot SystemsAarav Thakur (Contact)
billing@cyberrootsystems.com
+91 97856 72732
Preferred Channelemail
Account ManagerPriya Mehta
Policy Gate Checks
Retry limit✕ Gated
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.