Building the world model for software interfaces.
We train AI to understand software the way humans do. Through pixels, mouse, and keyboard. Nothing else required.
"Operational AI is not a feature of generative AI.
It is a different problem entirely."
Most AI is optimized for expression. We are optimizing for execution. The difference is not incremental. It is architectural.
The brain does not use one system for everything. Neither should AI.
LLMs
anyconcept VAM
Two systems. Two roles. Neither replaces the other.
Not computer vision. A human interaction model.
A domain-specific foundation model trained entirely on visual UI interaction data. It learns concepts, not coordinates. It executes deterministically, not probabilistically.
Read the research →The model knows what is relevant and what to ignore.
Train it like a human. It tests like one.
A UI testing product built on the VAM. No code, no selectors, no scripts. Demonstrate a workflow once and GHOSTS executes it on any platform, any browser, any OS.
Learn more about GHOSTS →demonstrate once. executes automatically.
