Private AI for financial services.

Make exceptions visible across the transaction lifecycle

An unmatched position or unsettled item can be buried under routine confirmations.

KOVA can be configured to work with these inputs: trade confirmations, settlement statuses, reconciliations and authorised market-data snapshots.

What the AI looks for

Correlate breaks, distinguish timing differences from missing records and forecast operational workload.

What happens next

Assign exceptions to the appropriate operations desk and prepare the supporting reconciliation package.

What SOS AI connects and configures

Read access to books and records, a common instrument identifier and controlled case-management writes.

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

Reconcile totals in the authoritative systems; no trading or settlement authority is implied by a suggested resolution.