The INFORM Lab testbed allows experimenting with high-level distributed information fusion and dynamic resource management, given multiple constraints on the resources and their communications networks. This presentation describes the architecture, the concepts of goals and situation evidence, algorithms for distributed information fusion and dynamic resource management. The testbed provides general services which include a multi-layer plug-and-play architecture, and a general multi-agent framework based on John Boyd's OODA loop.