The Dark Testing Factory: How Testing Moves From Manual Effort to Governed Autonomy at Scale
UiPath, Tuesday, July 28th, 2026
UiPath describes an operating model where quality engineering scales testing through governed autonomy.
UiPath describes the dark testing factory, an operating model in which testing runs largely without human intervention while retaining governance and traceability.
The term borrows from dark factory manufacturing, where production continues without staff present. The post covers what has to be in place for quality engineering to scale this way, including test generation, environment management, and the audit trail regulators and auditors expect.
It addresses the control concerns that usually block full automation of testing. The model is aimed at organizations whose release cadence is bounded by test capacity.