To provide further support to groups progressing machine learning and automatic analysis, GMRI partnered with CVision AI to publish Electronic Monitoring: Best Practices for Automation, a first-of-its-kind Electronic Monitoring guidance document that describes best practices for designing EM systems and programs suited for automated or semi-automated video analysis. This document presents a broad range of information for use as a guide to industry groups, governments, or EM vendors considering or currently developing automated EM programs, and provides technical detail for groups that have experience in automated EM programs and an interest in the lessons learned from New England.