Private AI for pricing teams.

Know which shelf, order or service queue needs attention

Identify shelf gaps, forecast replenishment and classify incoming customer questions.

Inputs: Permitted shelf images, inventory movements, sales histories and service requests.

From observation to completed task

Prepare stock tasks and route service requests to the relevant department.

Document assumptions for an internal price-review meeting

The supporting records include approved cost schedules, policy constraints and analysis notes.

Humans verify calculations and authorise prices.

The systems involved

Retail-system APIs, camera placement appropriate to product counting and approved service rules.

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

Avoid shopper identification or profiling; staff approve pricing and verify stock discrepancies.