ITSM Service Level Agreement Escalation Constraint Verification Dataset

#SLA constraint verification #incident deadline validation #escalation rule compliance assessment #IT service management #SLA compliance monitoring #incident escalation management

4000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This benchmark dataset represents IT service incidents in JSON, including priority, service level agreement (SLA), timestamps, work calendars, response and resolution targets, and proposed escalation actions. Each case applies explicit business-time calculations and escalation rules to determine whether an action meets timing and escalation constraints, with verifiable reward signals for evaluating incident-handling logic, constraint verification, and reinforcement learning with verifiable rewards.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
incident	object	IT service incident details used to evaluate SLA timing and escalation status.
sla_policy	object	Applicable response, resolution, and escalation thresholds for the incident.
work_calendar	object	Calendar settings used to calculate business time and SLA deadlines.
proposed_action	object	The action checked against SLA timing and escalation constraints.
violation_codes	array	Machine-checkable codes identifying SLA or escalation constraints violated by the proposed action.
action_compliant	boolean	Whether the proposed action meets the applicable timing and escalation constraints.
escalation_required	boolean	Whether SLA rules require escalation at the proposed action time.
verification_reward	number	Verifiable reward value derived from whether the proposed action satisfies the SLA constraints.
response_deadline_at	string	Calculated response deadline based on the work calendar and response target.
resolution_deadline_at	string	Calculated resolution deadline based on the work calendar and resolution target.
business_elapsed_minutes	number	Business minutes from incident creation to the proposed action timestamp.
required_escalation_level	integer	Escalation level required by the applicable threshold at the proposed action time.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset contain?: Each JSON case includes an IT service incident, its applicable SLA policy and work calendar, and a proposed escalation action. It also provides business-time calculations, response and resolution deadlines, the required escalation level, compliance results, violation codes, and a verification reward.

How is an escalation action checked for compliance?: The applicable SLA targets and escalation thresholds are evaluated together with the work calendar to calculate elapsed business time and relevant deadlines. The proposed action is then checked against the timing and escalation rules. Compliance flags and violation codes support machine-checkable validation.

Which training and evaluation tasks does it support?: It supports SLA constraint verification, incident escalation decision evaluation, and reinforcement learning with verifiable reward signals. It can also help test how models handle business-hour calculations, response targets, and resolution targets.

How can I obtain the data, and what are the licensing terms?: Please refer to the product page or the data provider for available access options, versions, and licensing terms. Before production use or redistribution, confirm the applicable license and the dataset's fit with your ITSM workflows.

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Cite this Work

@dataset{Mobiusi2026,
  title={ITSM Service Level Agreement Escalation Constraint Verification Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/b5e9229e9a0742b7eedafe5a45a2b0af},
  urldate={2026-10-21},
  keywords={ITSM dataset,SLA constraint verification,service level agreement,incident escalation,IT service management,response deadline,resolution deadline,RLVR benchmark},
  version={1.0}
}

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