Private AI for employee-assistance programs.

Find payroll exceptions before the run is approved

Detect duplicates or unexpected movements and reconcile inputs against approved rules.

Inputs: Authorised timesheets, payroll inputs, benefit changes and prior-period totals.

From observation to completed task

Create an exception queue and request missing evidence without silently changing pay.

Prepare service-administration material without exposing counseling narratives

The supporting records include approved service information, consent templates and referral resources.

Qualified staff control clinical support and disclosures.

The systems involved

Payroll and time-system integrations, employee-level permissions and audited 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

Payroll professionals approve calculations and changes; measure false flags and missed discrepancies.