InfraResolution Bench

Case Explorer

Burst pricing surprises the customer after normal overage

Customer exceeded their commitment and was billed burst pricing without any operational incident.

Evidence Packet

CRM Record

Account: Signal Forge

Tier: enterprise

Plan: Committed-100

Billing Owner: revops@prime.example

SLA Tier: enterprise-standard

Commitment includes burst pricing for usage above 100 GPU-hours.

Billing Record

Plan: Committed-100

Invoice Preview: $9,380

Credits Applied: $0

Burst GPU Hours: 45

Burst rate applied to 45 GPU-hours above commitment.

Usage & Telemetry

Window: 2026-03-01 to 2026-03-31

GPU Hours: 145

Meter Status: healthy

Usage is consistent with the overage billed; service health was normal.

Customer Note

We had a cost spike this month and want to understand why the invoice jumped so much.

Policy Snippet

Usage above commitment is billed at the burst rate defined in the order form. Burst usage is not an SLA matter.

Ground Truth

issue_type: policy_applicability_reviewroot_cause: unknown_root_causecustomer_impact: invoice_confusioncontractual_applicability: not_an_sla_casediscrepancy_detected: falserecommended_owner: revops_ownerrecommended_action: send_explanation_onlyneeds_human_review: falseconfidence: highadjudication_notes: ["Burst pricing is behaving as contracted, so the response is explanatory."]reference_customer_note: Your invoice increased because usage exceeded the 100 GPU-hour commitment and the additional 45 GPU-hours were billed at the burst rate defined in your plan. There is no service incident or billing discrepancy in this case.reference_internal_note: Owner: revops_owner. Action: send_explanation_only because the overage is normal burst pricing, discrepancy_detected is false, and this is not an SLA case.