Independent open-source research and engineering practice.

AI systems,built to be understood.

AlvenX builds local-first tools for multimodal evidence, agent reliability, metric calibration, and spatial scenes—so methods, failures, and results remain inspectable.

Selected work

Six projects. One evidence discipline.

Released systems, experimental tools, and recorded research—each with inspectable results, reproduction paths, and explicit limits.

About AlvenX

Built for inspection and clear decisions.

01

Local ownership

Prefer workflows you can run, inspect, and keep on hardware you control.

02

Evidence before claims

Separate measured results, working assumptions, and unresolved questions.

03

Failures stay visible

Keep negative results and first-failure evidence useful to the next decision.

How AlvenX works