The disclosed system obtains data entries associated with a user including segmentation, preferences, behavior elements, contextual events, and trust expectations. The system obtains data entries associated with the wireless telecommunication network including available products, available promotions, and selling channels. The system receives an indication to initiate an interaction between the user and a channel associated with the wireless telecommunication network, where the interaction is aimed at completing a task. Based on the indication to initiate the interaction, the data entries associated with the user, and the data entries associated with the wireless telecommunication network, the system generates a first question to present to the user. The system receives a response to the question from the user. Based on the response, the system generates a second question to present to the user, where the second question furthers completion of the task.

A computer system for flood monitoring and remediation service provider notification, the computer system may include one or more processors configured to: detect a flood event in a structure, transmit information associated with the structure and a prompt for a flood remediation service quote to a machine learning (ML) chatbot to cause the ML chatbot to request flood cleanup from one or more remediation service providers, receive cost estimates from the one or more remediation service providers, receive schedule availability from the one or more remediation service providers, receive, from the ML chatbot, the cost estimates and the schedule availability, and communicate the cost estimates and/or the schedule availability to a user associated with the structure.

A computer system for flood monitoring and insurance provider notification, the computer system may include one or more processors configured to: detect a flood event in a structure, transmit information associated with the structure and a prompt for flood reimbursement services to a machine learning (ML) chatbot to cause the ML chatbot to file a flood reimbursement claim with an insurance provider having an insurance policy associated with the structure via telephone by converting a text output into a voice output.

A method for using an electronic shopping list to resolve ambiguity associated with a selected product may include accessing an electronic shopping list associated with a customer of a retail store; receiving image data captured using one or more image sensors in the retail store; analyzing the image data to detect a product selection event involving a shopper; identifying a product associated with the detected product selection event based on analysis of the image data and further based on the electronic shopping list; and based on the identification of the product, updating a virtual shopping cart associated with the shopper.

Vehicle transactions can be facilitated based on location. A customer location can be tracked relative to vehicles at a dealer location. A customer in close proximity to a particular vehicle at a dealer location can be detected, and a finance agreement can be generated between a financing party, the customer, and the dealer of the vehicle based on the detection of the customer and the vehicle. Further, a mechanism is provided to aid execution of the finance agreement as a contract between the customer, the financing party, and the dealer to finalize a sale or lease of the vehicle.

Automated negotiation agent adaptation is performed by detecting change in a utility function involved in automated negotiation between a supporting agent and an opposing agent while the supporting agent operates according to a first negotiation strategy model, generating a plurality of training samples from automated negotiation between the supporting agent and the opposing agent while the supporting agent operates according to a baseline negotiation strategy model, and training an initialized negotiation strategy model using the plurality of training samples to produce a second negotiation strategy model.

Apparatuses, components and methods are provided herein useful to provide assistance to customers and/or workers in a shopping facility. In some embodiments, a shopping facility personal assistance system comprises: a plurality of motorized transport units located in and configured to move through a shopping facility space; a plurality of user interface units, each corresponding to a respective motorized transport unit during use of the respective motorized transport unit; and a central computer system having a network interface such that the central computer system wirelessly communicates with one or both of the plurality of motorized transport units and the plurality of user interface units, wherein the central computer system is configured to control movement of the plurality of motorized transport units through the shopping facility space based at least on inputs from the plurality of user interface units.

Some embodiments provide methods, systems and apparatus to enhance safety. In some embodiments, a system comprises: a central computer system comprising: a transceiver; a control circuit; and a memory coupled to the control circuit and storing computer instructions that when executed by the control circuit cause the control circuit to perform the steps of: communicate positioning routing instructions to the plurality of motorized transport units directing the motorized transport units to one or more external areas of a shopping facility that are exposed to weather conditions; and communicate separate area routing instructions to each of the motorized transport units that when implemented cause the motorized transport units to cooperatively and in concert travel in accordance with the area routing instructions over at least predefined portions of one or more external areas to cause ground treatment systems to address ground level conditions.

A crossover interactive transaction system includes a server, a network, portable devices and terminal devices according to the preferred embodiment of the present invention. The server is provided for a platform provider. Each of the portable devices is provided for a real customer. Each of the terminal devices is provided for a bricks-and-mortar store. Via cables or in a wireless manner, the server communicates data with the portable devices and terminal devices via the network. Thus, in the real world, the real customers can find transactions marked in virtual stores in a virtual world and interact with the bricks-and-mortar stores and corresponding to the virtual stores. Each of the transactions includes transaction data of a site, a mission and a reward for example. The site can be a bricks-and-mortar store or a tourist's attraction. The mission can be listening to introduction of products, testing food or advertisement for example.

A system selects a recommended PSAP from several different available PSAP by screening a consumer by providing a plurality of questions regarding the consumer's hearing that each require a subjective response and receiving the subjective responses from the consumer. The questions can include questions relating to hearing difficulty during one-on-one conversations, hearing difficulty during conversations with women and/or children, hearing difficulty during conversations in restaurants and/or meetings, and presence of stress and/or agitating sounds. The recommended PSAP is automatically selected for the consumer based at least in part on the subjective responses. The recommended PSAP provides enhancement of high frequencies if the responses indicate difficulty hearing women and/or children, provides reduction of low frequencies if the responses indicate difficulty hearing in restaurants and/or meetings, and provides phase cancellation if the responses indicate presence of stress and/or agitating sounds. The recommended PSAP is presented to the user for possible purchase.