Turnaround Time (TAT) commonly refers to the total elapsed time between the initiation of a request or work item and the moment the completed result is available to the requester. It is a time-based performance metric used to evaluate how quickly a process, system, or team responds and completes defined work.
In industrial operations and regulated manufacturing, TAT can apply to many processes, such as:
- Laboratory testing, from sample receipt to validated result in LIMS or quality systems
- Batch record review, from production completion to release decision
- Maintenance tasks, from work order creation to equipment returned to service
- Change control or deviation processing, from initiation to closure
- Supplier-related actions, such as turnaround on certificates of analysis or rework
Key characteristics
TAT typically includes all calendar time from start to finish, not only hands-on work time. Depending on how it is defined locally, it may include:
- Queue and waiting time before work begins
- Active processing or execution time
- Review, approval, and documentation time
- System transfer or handoff delays between OT, MES, LIMS, ERP, or QMS
Organizations often define the exact start and end points in procedures so the metric is calculated consistently across sites and systems.
Operational use
Turnaround Time is typically tracked and analyzed as a performance and capacity metric. Common operational uses include:
- Setting targets or service levels for internal functions, such as QA review or lab services
- Monitoring bottlenecks in workflows that span production, quality, and supply chain systems
- Comparing performance across shifts, lines, products, or external partners
- Supporting planning, scheduling, and lead-time assumptions in MES and ERP
TAT may be reported as an average, median, or distribution (for example, percentage of work completed within a specified time window).
Common confusion
- Turnaround Time vs. Cycle Time: Cycle time usually refers to the time required to complete a single unit or cycle of a process, often focusing on active work. TAT often includes waiting, review, and other non-productive time between request and final result.
- Turnaround Time vs. Lead Time: Lead time typically describes the total time from order to delivery, often at a customer or supply-chain level. TAT is frequently used for internal services or sub-processes, such as test execution or document review.
Context in regulated environments
In regulated manufacturing, TAT is often applied to quality-related and documentation-centric processes, such as deviation handling, CAPA processing, or validation review. Consistent definition and tracking can support audit readiness by showing how long critical quality decisions and releases take, without implying any particular compliance status.