Private AI for controllers.

Explain the variance and test the response

Identify unusual movements and compare forecast scenarios with explicit assumptions.

Inputs: Authorised actuals, budget versions, cash forecasts and management explanations.

From observation to completed task

Prepare variance investigations and update approved planning workbooks for review.

Prepare a month-end review brief from approved schedules

The supporting records include approved close checklists, reconciliations and variance notes.

The controller verifies balances and approves accounting entries.

The systems involved

Finance-system connectors and reproducible spreadsheet or analytical tools.

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

Finance professionals verify totals and assumptions; no unapproved posting or financial commitment.