Stateful inspection, also known as dynamic packet filtering, is a firewall technology that monitors the state of active connections and makes decisions based on the context of traffic rather than just the individual packets. It enhances security by keeping track of the state of network connections and allowing only packets that match a known active connection to pass through the firewall.