GUI Automation Agent
Vision-language agent that grounds goals into real keyboard/mouse actions across any app.
Why it mattersA template for operating legacy enterprise software without custom APIs. Relevant anywhere a long-tail of GUI tools blocks wider automation.
What it does
An AI agent that operates software the way a person does - watching the screen, reasoning about what it sees, and driving the keyboard and mouse to finish the task. No bespoke API integration required.
Where it applies
- Legacy enterprise software with no API surface, where automation has stalled for years.
- Long-tail tooling in back-office, finance, and ops - the "last mile" that process-automation vendors never reach.
- Any environment where procurement for a new integration is slower than just teaching an agent to click the right buttons.
How it works (high level)
A vision-language model grounds natural-language goals into pixel-level understanding of the current screen, then decomposes them into primitive input actions. The agent verifies each step's effect before moving on, which is what stops it from silently drifting off the plan.
Stack
Unity · Python · vision-language models · input-automation APIs.