A system and method for determining vehicle component conditions is provided. A predictive model is built for a vehicle component and values are mapped for a feature of the vehicle component using the predictive model. A threshold is applied to the mapped values. An occurrence of a fault of the vehicle component is predicted when one or more of the mapped values exceeds the threshold and an extended optimal interval during which the fault is predicted to occur is identified.

A method for forgoing image processing in response to infrared data analysis may include receiving infrared input data captured using one or more infrared sensors; analyzing the infrared input data to detect a presence of an object in an environment of a retail shelf; in response to no detected presence of an object in the environment of the retail unit, analyzing at least one image of the retail shelf captured using at least one image sensor; and in response to a detection of presence of an object in the environment of the retail unit, forgoing analyzing the at least one image of the retail shelf captured using the at least one image sensor.

One embodiment of the present invention discloses a process of providing a report predicting potential risks relating to an operator driving a vehicle using information obtained from various interior and exterior sensors, vehicle onboard computer (“VOC”), and cloud network. After activating interior and exterior sensors mounted on a vehicle operated by a driver for obtaining data relating to external surroundings and internal environment, the data is forwarded to VOC for generating a current fingerprint associated with the driver. The current fingerprint represents current driving status in accordance with the collected real-time data. Upon uploading the current fingerprint to the cloud via a communications network, a historical fingerprint which represents historical driving information associated with the driver is retrieved. In one aspect, the process is capable of generating a driving analysis report which predicts potential risks associated with the driver according to the current and historical fingerprints.

A method for recalling a food product using a server (140). The method comprises receiving a recall request and an identification associated to a food package holding the food product, identifying identification registrations linked to the identification from a number of identification checkpoints provided in a logistic network connecting a packaging site with a consumer, wherein each of the identification registrations are associated to a time stamp, identifying a most recent identification registration from the identification registrations, identifying a current logistic node in the logistic network associated with the most recent identification registration, identifying a communication device associated with the current logistic node, and transferring a recall notification to the communication device.

An autonomous and non-autonomous vehicle tire imaging and inspection system and methods thereof installed onboard a vehicle providing frequent status for inner and outer tire sidewalls, tire tread wear and tread depth, recorded in memory, transmitted to an onboard diagnostics unit, displayed on a dashboard and optionally transmitted to a network. Autonomous and non-autonomous vehicle vehicles may require passing a safety compliance inspection before driving and receive an insurance compliance approval to operate said vehicles.

A method of evaluating a merchant cash advance option may include receiving time series information including a plurality of signals representing transactions of merchants and customers where at least one of the signals relates to product returns. The method may further include aggregating the time series information, generating a plurality of trained models associated with the product returns, employing a selected model to forecast return volume and repurchase volume for a given merchant, determining a risk assessment value for the given merchant, and, if the risk assessment value is below a risk threshold, providing an offer of a merchant cash advance to the given merchant based on the forecast return volume and repurchase volume.

A data management system is disclosed wherein at least a portion of the data is generated at a point of sale (POS) and/or retail store server and the data is stored, at least in part, on a blockchain database or other secure database. A digital replica of a point of sale device is configured to receive a product unique identifier, and to receive customer unique identifying data. An adapter is configured to facilitate communication between incompatible entities. A repository is configured to store the product unique identifier and to store the customer unique identifying data associated with a purchase of the product. A query module configured to execute a query of the repository to identify customer unique identifying data for the customers who purchased the recalled product. A communication module is configured to receive a communication regarding a product recall and to send communications regarding a product recall.

A system for capturing a product tag image, extracting product information, and validating information. The extracted information is then utilized to populate a universal (brand independent) product registration database. To incentivize end users to register their new and in service products, entry is simplified by the use of an application on a smartphone, tablet or personal computer. A user downloads an application and enters their information then takes at least one picture/scan/image of the product label(s) that contain: 1) manufacturer name (and/or brand name), 2) model number, 3) serial number; and 4) date of production. Said information is extracted by Optical Character Recognition (OCR) and then validated before entering said database.

The present disclosure is also directed to a system for managing inventory within a dispenser that is configured to maintain a known inventory and is configured to transmit inventory values from the dispenser so that other users can review the inventory values. Also, the dispenser is configured to be accessed by users locally and through an internet connection so that the inventory can be reviewed.

The present disclosure is also directed to a system for managing inventory within a dispenser that is configured to maintain a known inventory and is configured to transmit inventory values from the dispenser so that other users can review the inventory values. Also, the dispenser is configured to be accessed by users locally and through an internet connection so that the inventory can be reviewed.