An Agency Trading Desk is an organization that handles programmatic media buying for agencies and advertisers. They often partner with DSPs and other vendors to offer comprehensive tools for executing and optimizing campaigns. Trading desks can help reduce costs and improve efficiencies in media buying compared to handling it in-house.