Private AI for data analytics.

Turn a question into analysis that can be rerun

A chart is not enough when nobody can reproduce the transformations behind it.

KOVA can be configured to work with these inputs: authorised databases, spreadsheets, telemetry and documented data definitions.

What the AI looks for

Generate queries, validate joins and run statistical or forecasting analyses in controlled tools.

What happens next

Produce a reproducible notebook or dashboard update with lineage and test results.

What SOS AI connects and configures

Read-scoped database connections, sandboxed code and approved analytical libraries.

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

Analysts verify assumptions, leakage and uncertainty; no unsupported causal claims.