IronMesh Networks
Payment FailureAt Risk₹55,013 at risk·Problem: Card expired·Logged 3d ago·Event ID: evt-p-42-87482
Reclaim Learning Signal Active
Based on 45 similar historical outcomes (76% verified clearance rate).
45 similar outcomes analyzed · Historical recovery rate: 76% · Safety: Gated by deterministic policy checks.Recovery Strategy & Expected Value
Ranking available actions by Expected Recovery Value (Probability × Amount)Recommended Action
Payment-method update
✓ Guardrails Approved
Why?
Highest expected recovery value among permitted interventions within configured recovery boundaries.
Expected Recovery₹42,910
Recovery Probability78%
Amount at Risk₹55,013
Ranked by Expected Value
Autonomous Intelligence
Agent Diagnosis: Card expired
68%probability
Evaluated Recovery Options (Expected Value)ERV = Probability × Amount
Payment-method updateTop ERV
78% probability₹42,910 expected
Human escalation
71% probability₹39,059 expected
Payment link
51% probability₹28,057 expected
Reminder
38% probability₹20,905 expected
Recommended Action
Payment-method update
Expected Recovery₹42,910
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 amount ₹55,013 exceeds the high-value approval threshold.
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
Card expired — ₹55,013
Customer Profile
IronMesh NetworksBhavna Agarwal (Contact)
billing@ironmeshnetworks.com
+91 95131 15987
Preferred Channelphone
Policy Gate Checks
Retry limit✓ Approved
Contact frequency✓ Approved
Recovery window✓ Approved
Amount threshold✕ Gated
Quiet hours✓ Approved
Idempotency✓ Approved
Action eligibility✓ Approved
Deterministic boundary: LLM recommendation is gated before execution.