Abstract: Method, computer program product, and system to facilitate a checkout transaction for a person within an environment having a plurality of items. The method includes determining, using a visual sensor disposed within the environment, image information associated with the person. The method further includes analyzing the image information to identify one or more of the plurality of items that are selected by the person to be presented during the checkout transaction. In some cases, the method also includes determining whether the identified items belong to a predetermined class of items deemed to be “difficult.” The method further includes determining, based on the one or more identified items, a level of assistance to provide to the person during the checkout transaction.

Abstract: Method, computer program product, and system to facilitate a checkout transaction for a person within an environment having a plurality of items. The method includes determining, using a visual sensor disposed within the environment, image information associated with the person. The method further includes analyzing the image information to identify one or more of the plurality of items that are selected by the person to be presented during the checkout transaction. In some cases, the method also includes determining whether the identified items belong to a predetermined class of items deemed to be “difficult.” The method further includes determining, based on the one or more identified items, a level of assistance to provide to the person during the checkout transaction.

Abstract: Systems, methods, and computer program products to perform an operation comprising receiving location data identifying a plurality of areas visited by a person in a shopping environment providing self-serve-checkout, identifying, based on the location data, a first product located in a first area of the plurality of areas in the shopping environment visited by the person, and returning an indication to perform an audit to determine whether the person is in possession of the first product without including the first product as part of a purchase completed by the person using self-serve-checkout.