Action over answers
The product should complete work through real interfaces, not merely describe what the user should do.

NeuralAgent is building AI that sees the screen, controls computers, and completes real work across desktop and browser applications—not another chatbot that stops at an answer.
Most digital work still happens through interfaces built for people: desktop applications, browser tabs, files, forms, and internal systems. NeuralAgent operates those interfaces directly. It plans the task, routes execution, controls the mouse and keyboard, and stays available to recover when something changes.
NeuralAgent 3.0 sharpens that direction with Fast: a specialized computer-use model built for rapid UI execution, paired with supervised Replays that make successful work repeatable.
The product should complete work through real interfaces, not merely describe what the user should do.
Routine UI actions should happen rapidly enough that computer use stops feeling like a queue.
Planning, routing, supervision, and recovery should focus intelligence on the steps that require it.
Completed work should become a Replay that can run again with new details and active supervision.
NeuralAgent sees the screen and controls applications through the mouse and keyboard.
Users can ask naturally, extend capabilities, demonstrate work, and save repeatable processes.
Routine UI work runs at high speed locally or across enterprise cloud computers.
Try NeuralAgent, tell us where it succeeds and fails, and help shape a faster way to operate software.