Private AI for market makers.

Make exceptions visible across the transaction lifecycle

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

Inputs: Trade confirmations, settlement statuses, reconciliations and authorised market-data snapshots.

From observation to completed task

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

Prepare a desk-operations handover from approved records

The supporting records include authorised risk summaries, incident notes and procedures.

The desk verifies exposures and retains quoting and trading control.

The systems involved

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

SOS AI configures the local models and tool permissions for this workflow. Actions in business software follow the authority you approve; uncertain cases and actions outside those limits go to the responsible person.

What a useful result must get right

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