Research

TuriX Parallelum

Parallelum is a multi-role framework designed for long-horizon desktop tasks where conventional GUI automation often fails.

It orchestrates planning, action, evaluation and supervision in parallel to improve success rate and execution speed.

TuriX VLM

General-purpose multimodal models struggle with dense GUI grounding and long trajectories.

TuriX focuses on action planning and click precision to improve reliability on real desktop benchmarks.