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Visualization and Processing for Embedded Research Systems (ViPERS) provides a way to run data processing and visualization code on an edge device, such as a Raspberry Pi or Snickerdoodle single-board computer, and present the results to a personal computer or mobile device. This enables the rapid transition of cutting-edge research results from the researcher (who can develop using the ViPERS platform) to the Warfighter (who can view the results on the ViPERS interface). This is done securely so only authorized users can view the data. Additional tools are provided so that the networking can be configured, allowing or disallowing local or wide area networking and cloud-connectivity while still maintaining a functional processing node. By providing the researcher a process manager and access to real-time log files, ViPERS enables a feedback loop for rapid prototyping of new algorithms and processing techniques, but these can simultaneously be presented as actionable information to the Warfighter in a relevant environment.