This PM will work across the end-to-end product lifecycle, from identifying high-impact AI use cases, such as like new patterns to detect living-of-the-land (LOTL) attacks, and defining the technical roadmap, to collaborating with engineering and data science teams to build trustworthy, auditable features, and finally, partnering with go-to-market teams to ensure the product successfully meets the complex security and audit requirements of our most regulated customers. Why environment knowledge matters: To deliver trustworthy detections and reduce false positives at scale, this role will build capabilities that make customer environments first‑class inputs to Ranger systematically capturing asset inventories, topology, control stacks, and telemetry sources.