Methods, systems, and devices disclosed herein may be collectively referred to as a platform. A platform consistent with embodiments herein may be used by individuals or companies to track an amount of liquid poured from at least one liquid container. The platform may comprise a tracking device and a computing hub in operative bi-directional communication. The device that may be configured to a liquid dispensing container such as, but not limited to, a bottle. The device may be configured to receive a liquid from the container and transfer the liquid through a chamber within the device. As the liquid is transferred through the device, a computing element and sensing component integrated within the device may be configured to track an amount of liquid dispensed through the device. A communications module may then communicate the data with the hub.

A signaling apparatus paces a free pour count and choreographs a movement to stop pouring. The apparatus emits a first signal after an approximately 200-ms time interval and a series of subsequent signals every approximately 400-ms thereafter. The first time interval approximates a first time, measured from a moment the sensor detects the start of the pour, needed to dispense a first unit of beverage through the pour spout, minus a second time needed to react to a signal and stop the pour. The 400-ms time interval approximates the time required to dispense each subsequent unit of beverage through the pour spout. In one embodiment, the signaling apparatus emits sequential pulses according to the pattern Y-Y-Y-Y-G-Y-Y-R, wherein Y is yellow, G is green, and R is red, wherein each pulse represents a quarter-ounce increment, the green pulse represents a standard pour, and the red pulse represents a full pour.

A beverage mixing device is disclosed herein. The beverage mixing device may comprise: a capsule receiver configured to receive a capsule including a pre-mixed composition, the capsule receiver including a first sensor; a carbonation vessel disposed within the housing, the carbonation vessel configured for on-demand carbonatation; and a controller in electronic communication with the first sensor, the controller configured to: determine a drink type based on receiving sensor data from the first sensor, and dispense a carbonated water or a non-carbonated water based on the drink type.

A beverage mixing device is disclosed herein. The beverage mixing device may comprise: a capsule receiver configured to receive a capsule including a pre-mixed composition, the capsule receiver including a first sensor; a carbonation vessel disposed within the housing, the carbonation vessel configured for on-demand carbonatation; and a controller in electronic communication with the first sensor, the controller configured to: determine a drink type based on receiving sensor data from the first sensor, and dispense a carbonated water or a non-carbonated water based on the drink type.

A beverage mixing device is disclosed herein. The beverage mixing device may comprise: a capsule receiver configured to receive a capsule including a pre-mixed composition, the capsule receiver including a first sensor; a carbonation vessel disposed within the housing, the carbonation vessel configured for on-demand carbonation; and a controller in electronic communication with the first sensor, the controller configured to: determine a drink type based on receiving sensor data from the first sensor, and dispense a carbonated water or a non-carbonated water based on the drink type.

A signaling apparatus paces a free pour count and choreographs a movement to stop pouring. The apparatus emits a first signal after an approximately 200-ms time interval and a series of subsequent signals every approximately 400-ms thereafter. The first time interval approximates a first time, measured from a moment the sensor detects the start of the pour, needed to dispense a first unit of beverage through the pour spout, minus a second time needed to react to a signal and stop the pour. The 400-ms time interval approximates the time required to dispense each subsequent unit of beverage through the pour spout. In one embodiment, the signaling apparatus emits sequential pulses according to the pattern Y-Y-Y-Y-G-Y-Y-R, wherein Y is yellow, G is green, and R is red, wherein each pulse represents a quarter-ounce increment, the green pulse represents a standard pour, and the red pulse represents a full pour.

A signaling apparatus paces a free pour count and choreographs a movement to stop pouring. The apparatus emits a first signal after an approximately 200-ms time interval and a series of subsequent signals every approximately 400-ms thereafter. The first time interval approximates a first time, measured from a moment the sensor detects the start of the pour, needed to dispense a first unit of beverage through the pour spout, minus a second time needed to react to a signal and stop the pour. The 400-ms time interval approximates the time required to dispense each subsequent unit of beverage through the pour spout. In one embodiment, the signaling apparatus emits sequential pulses according to the pattern Y-Y-Y-Y-G-Y-Y-R, wherein Y is yellow, G is green, and R is red, wherein each pulse represents a quarter-ounce increment, the green pulse represents a standard pour, and the red pulse represents a full pour.

A system for determining a quality of a beverage can include a flow sensor for coupling with an outlet for waste from a beverage dispenser. The system can also include a controller coupled with the flow sensor for receiving an indication of the presence and/or absence of waste. The controller can be coupled with an actuation mechanism and configured to: receive an indication of an actuation of the actuation mechanism, determine a time associated with the actuation, calculate a volume associated with a stream of waste, determine a time associated with the stream of waste, and correlate a dump of a beverage to the actuation when the calculated volume associated with the stream of waste is greater than a volume threshold and when a difference in time between the time associated with the stream of waste and the time associated with the actuation is less than a time threshold.

A method for authenticating physical products using dual-frequency radio frequency identification tags includes receiving tag data from a consumer device that scanned a dual-frequency RFID tag supporting near field communication and/or ultra-high frequency protocols. The system extracts a unique tag identifier and cryptographic signature data from the received tag data, and validates tag authenticity by comparing the cryptographic signature data against stored cryptographic keys associated with the unique tag identifier. The method determines tamper status by analyzing tamper detection circuitry integrated within the tag. The system retrieves product metadata from a secure database and generates a personalized product information response based on the retrieved metadata and consumer interaction history. The personalized response is transmitted to the consumer device for display. The system may process product claiming requests, manage ownership records in an immutable cryptographic ledger, and support manufacturing integration through flexible tag association.