Press

Press resources.

For interviews, podcasts, and reporting on Paragon Reflex or its parent company Univault Technologies, contact us directly.

One-line

Paragon Reflex builds a reflex layer for autonomous machines: a learned reactive safety channel that runs beneath the perception network, in its own runtime, sized for the safety controller the vehicle already carries.

About Paragon Reflex

Paragon Reflex builds a reflex layer for autonomous machines: a learned reactive safety channel that runs beneath the deliberative perception network, with its own model, its own training pipeline, and its own inference runtime. It is sized to run on the lockstep safety microcontroller a production vehicle already carries rather than on the AI accelerator. That port is in build. It is designed to be kept current without rebuilding the perception network. Measured results are released with their full conditions attached, under a mutual non-disclosure agreement (NDA). The technology is patent-pending. Paragon Reflex is a product line of Univault Technologies LLC.

Founder bio

Philip Luu-Phuong Tran is the founder and CEO of Univault Technologies, the parent company of Paragon Reflex.

Brand mark

The diamond mark is the Univault Technologies brand mark. Use the Paragon REFLEX word-mark when writing about this product line specifically.

Press contact

Reporters and producers can reach the founder directly.

[email protected]