A conferencing system terminal device includes a communication device receiving one or more videoconference feeds depicting one or more subjects engaged in a videoconference from one or more remote electronic devices. The conferencing system terminal device includes a contextual information extraction engine extracting contextual information of the videoconference from the one or more videoconference feeds. One or more processors automatically apply overlay indicia generated from the contextual information to at least one videoconference feed during the videoconference. A display presents the at least one videoconference feed after the overlay indicia is applied.