Private AI for asset management.

Find what changed in the portfolio evidence

Research signals lose value when analysts cannot trace them to the data and assumptions.

KOVA can be configured to work with these inputs: licensed data feeds, authorised positions, research notes and risk-model outputs.

What the AI looks for

Detect data anomalies, compare exposures and run scenario analyses through approved quantitative tools.

What happens next

Prepare an analyst review with changes, assumptions and source timestamps rather than an unexplained recommendation.

What SOS AI connects and configures

Market-data licensing, portfolio connectors and versioned analytical code.

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

Backtest out of sample, disclose uncertainty and retain portfolio-manager approval of investment action.