Luggage smart devices, systems and methods thereof are provided. One or a plurality of independent and/or interconnected and/or wirelessly paired or networked smart wireless tracking, monitoring, luggage logistics and security devices can be securely attached to one or more bags or other luggage items. The devices may enable continuous location tracking, real-time sensor monitoring, still image and audio-video capture, streaming and peer-to-peer communications, mobile alerts alarm and real-time on-luggage travel itinerary display and alert system.

Various methods, computer systems, and machine learning models for luggage tracking and recovery are disclosed. The methods and computer systems may include matching first travel information including a passenger name and an International Air Transport Association (IATA) license plate number for a luggage item of a passenger in a flight manifest with second travel information from a created B-Type message that includes a reference indicator representative of a non-routine routed luggage item. The methods and computer systems may include generating an anomalous luggage item manifest record for the non-routine routed luggage item associated with the flight manifest; retrieving third travel information of the non-routine routed luggage item generated by a baggage handling system prior to or after the created B-Type message; and locating the non-routine routed the luggage item. Thereafter, the luggage item may be routed to its intended destination.

A label assembly that includes an elastic band having a first end, a second end, and a bridging segment between the first end and the second end, and that also includes an adhesive anchor bonded to the second end of the elastic band. In some embodiments, the label assembly also includes a tag portion bonded to the first end, where the adhesive anchor is configured to adhere to the tag portion to form the elastic band into a loop. In some other embodiments, the label assembly includes a second adhesive anchor bonded to the second end of the elastic band.

Marker devices, marker systems, containers with markers thereon for displaying personalized information and related methods are provided. A marker device for displaying personalized information on a container can include a marker plate that includes a metal plate having first and second sides with a message on at least one of the first or second sides. The marker device can also include a marker housing attached to a container. The marker housing can include a base and perimeter walls extending upward from the base to form a marker receiving station. Further, the marker device can include a housing magnet positioned relative to the marker housing base to hold the marker plate in the marker receiving station. The marker plate can be inserted into the marker receiving station and held therein by the housing magnet. Additionally, the marker plate can be removed from the marker receiving station using a removal tool that has a puller magnet with a stronger magnetic field strength than a magnetic field strength of the housing magnet.