Continuous monitoring projects can be expensive, data-intensive implementations which often end in frustration. Common approaches require bloated agents, burden network traffic, and may open a company to the risk of privacy violations through over collection. We present a realistic approach to continuous endpoint monitoring to address these challenges while scaling to the largest of networks.