Read the white paper

Dark Testing Factory:
A self-operating quality system for accelerated software delivery

The testing bottleneck is getting bigger. Learn how quality teams can keep up.

See how

Development is accelerating. AI is helping teams generate more code, make changes faster, and ship more often. But most testing systems still depend on manual effort, fragile automation, and constant maintenance.

The result is a widening quality gap. More testing effort alone will not close it.

This white paper introduces the dark testing factory: a self-operating quality system that plans, designs, executes, and maintains tests autonomously, end to end. It explains the architecture behind the model, the role testing teams play in guiding and governing it, and how UiPath Test Cloud is helping enterprise teams move toward this future today.

What's inside:

  • Why the acceleration whiplash is making an old problem impossible to ignore

  • The three-layer architecture behind a self-operating quality system

  • How humans move from doing the work to teaching the system

  • The UiPath Test Cloud capabilities that help teams start building toward this model today

Download the white paper

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