
AI is shipping code faster than QA teams can test it. The gap is widening, and incremental fixes won't close it.
The dark testing factory is a new operating model for quality — one where humans don't disappear, they move up. And where do they go? Out of the routine operating loop and into a knowledge loop, where they set policies, resolve exceptions, and teach the factory over time. Agents, automations, and human checkpoints do the rest: evaluating your software continuously through a closed cycle of intake, risk assessment, test design, autonomous execution, and defect management — improving with every run.
It's not an assembly line and it's not a switch that’s flipped. It's something your team earns, one level of autonomy at a time, until testing becomes something that runs rather than something you run.
UiPath customers are already shipping up to 6× faster with Test Cloud today. The dark testing factory is the next step, the next leap, for all of testing kind.
Watch the full session to see the operating model, the architecture, and see an early prototype of the dark testing factory.
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