| Primary scope | A defined workflow or sequence of activities. | An end-to-end process spanning workflows, systems, and teams. | Choose the control layer that matches the business outcome. |
| Duration | Often short to moderate, with limited waits. | Designed for long-running execution across hours, days, or longer. | Long waits require durable state and reliable resumption. |
| State management | Tracks state inside the individual workflow. | Maintains process state across multiple components and events. | Fragmented state makes status and recovery difficult. |
| Dependencies | Handles dependencies inside the workflow boundary. | Coordinates upstream, downstream, parallel, and cross-system dependencies. | Central dependency visibility reduces hidden failure chains. |
| Human tasks | Supports assignments and approvals within the flow. | Coordinates human work with deadlines, escalations, queues, and system events. | Long-running human work needs explicit ownership and timing. |
| Retries and recovery | Usually retries failed steps or restarts a run. | Supports durable retries, replay, compensation, and recovery by process state. | Recovery must avoid duplicate or inconsistent downstream actions. |
| Complex branching | Works well while branches remain understandable within one workflow. | Coordinates nested, parallel, conditional, event-driven, and exception paths. | Branch complexity can signal that the process boundary is wider than one flow. |
| Observability | Provides logs and status for individual workflow runs. | Shows end-to-end progress, dependencies, bottlenecks, exceptions, and outcomes. | Operational teams need visibility at the level they support. |
| Governance | Focuses on workflow permissions, versions, and changes. | Adds cross-system ownership, standards, process controls, and service levels. | Governance expands with the process scope and risk. |