Methods, devices, and systems for determining soon to expire items. Historical item data are received. A soon to expire analysis model is trained using the training data to generate a trained soon to expire analysis model configured to receive item data associated with the item and to generate soon to expire prediction for one or more items associated with the item data. The bar includes a platform at a distal edge of the bar. The platform is configured to come in contact with an item deposited in the housing. A sensor is configured to generate a signal indicative of a fill level of the housing based on the platform coming in contact with the item deposited in the housing. Actions are performed to prevent the item from remaining unused past the target date.

Systems and methods for managing perishable product inventory at a facility. One system includes a radio frequency identification (RFID) tag, the RFID tag associated with at least one perishable product and storing a unique identifier of the at least one perishable product. The system further includes an electronic communications device including an RFID scanner and an electronic processor. The electronic processor is configured to receive, via the RFID scanner, the unique identifier from the RFID tag, identify, from the received unique identifier, expiration information for the at least one perishable product, and perform a mitigation action in response to identifying the at least one perishable product is expired based on the expiration information.

A system that monitors supply chain inventory includes at least one computing device that receives sensor data from a sensor apparatus on a transport, where the sensor data indicates real-time information associated with a cargo on the transport. The at least one computing device also encrypts the sensor data on a blockchain ledger, or stores the sensor data in a hash table. The at least one computing device also maintains a database of stored credentials associated with the sensor data or information associated with the sensor data. The at least one computing device also receives entered credentials from a user interface, and indicates the sensor data or information associated with the sensor data through the user interface based on the entered credentials matching at least one of the stored credentials.

A system includes a processor that is configured to receive user information, obtain store information, generate a recipe based on the user information and the store information, present the generated recipe to a user, and guide the user regarding the required ingredients for the recipe.