VIVID simulates your users — personas with memory, personality, and goals — and runs them through the same workflows your real customers will. We surface the friction, the workarounds, and the silent failures before they ship.
The product story end-to-end: the agent-UX shift, why traditional QA is broken for non-deterministic multi-turn AI, what VIVID does about it, and what success looks like for Adobe's image-edit and creative workflows.
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