Optimizing Playbook Design Patterns for Complex ITSM Workflows
DOI:
https://doi.org/10.47941/jbsm.3730Keywords:
ServiceNow Playbooks, ITSM Workflow Design, Low-Code Platforms, Process Orchestration, Incident Management, Configuration Complexity, Workflow OptimizationAbstract
ServiceNow Playbooks provide a structured, stage-driven mechanism for orchestrating IT Service Management (ITSM) processes. Despite their potential, many enterprise implementations suffer from performance bottlenecks, poor maintainability, and suboptimal user experience due to ad-hoc design choices. This paper examines established and emerging Playbook design patterns- including linear, conditional-branching, parallel-stage, and nested-activity models- and evaluates their trade-offs in execution speed, configuration complexity, and scalability. Drawing on deployment data and practitioner interviews across 14 enterprise organizations, the study proposes a pattern-selection framework that maps business process characteristics to appropriate Playbook architectures. Findings indicate that conditional-branching patterns reduce mean resolution time by up to 34% in incident management scenarios, while nested-activity models significantly improve reusability across HRSD and ITSM modules. Anti-patterns identified include over-nesting, unbounded parallel stages, and hardcoded condition values. This research contributes a reusable reference architecture and decision guide for ServiceNow architects targeting scalable, maintainable Playbook design.
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Copyright (c) 2026 Abhinav Reddy Pullikallu, Dinesh Kumar Movva, Madhan Kumar Sugasi
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