AI & Digital Manufacturing Analytics worked example

Digital Thread Completeness Throughput at 66% data-link efficiency: a worked example

Here is what the math looks like when conditions slip. We hold every other input steady and drop data-link efficiency to 66%, then walk the calculation through step by step. Measure effective digital-thread record throughput from completed traceability records, runtime, and data-link efficiency.

The inputs for this scenario

  • Complete digital thread records: 14,500 records (held at the documented default)
  • Traceability runtime: 24 hr (held at the documented default)
  • Data-link efficiency: 66 % (the input this scenario stresses; the baseline uses 91)

Working through the calculation

  • The calculation starts from the formula this tool documents: Raw record throughput = complete digital thread records รท traceability runtime.
  • Effective digital thread throughput works out to 399 records/hr at these inputs, and this is the headline figure for the scenario.
  • Raw record throughput works out to 604 records/hr at these inputs.
  • Data-link efficiency works out to 66 % at these inputs.
  • Traceability runtime works out to 24 hr at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where data-link efficiency sits at 91% and the headline result is 550 records/hr, this scenario comes in 27.47% below the baseline at 399 records/hr.
  • The practical read: the gap between this scenario and the baseline is entirely attributable to data-link efficiency, so recovering it is worth quantifying in dollars before considering equipment or staffing changes. Data-link efficiency here is a single blended percentage; it does not distinguish a record missing one optional field from one missing a critical genealogy link, so pair it with field-level completeness checks for regulated work.

Results at a glance

  • Effective digital thread throughput: 399 records/hr (headline result)
  • Raw record throughput: 604 records/hr
  • Data-link efficiency: 66 %
  • Traceability runtime: 24 hr

Run it with your numbers

  • To rerun this with your own numbers, open the live Digital Thread Completeness Throughput calculator, set data-link efficiency to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.