Private AI for scientific research & r&d.

Let anomalies lead back to the experiment

An unexpected result is useful only when the method and raw data can be recovered.

KOVA can be configured to work with these inputs: approved experiment datasets, instrument logs, methods and analysis code.

What the AI looks for

Compare runs, identify outliers and execute reproducible analyses or simulations in controlled tools.

What happens next

Create a versioned analysis notebook and track questions for the researcher.

What SOS AI connects and configures

Sandboxed code execution, instrument exports and experiment identifiers.

KOVA runs the selected models locally. SOS AI combines the required model software, data connections and approved application tools around the job. Cameras, sensors, telephony and specialist applications are integrated where the workflow calls for them; they are not assumed to be present in every installation.

How to judge the result

Scientists validate assumptions and reproduce results; report uncertainty rather than manufacturing a discovery.