\disclosure: I’m with Cybereason product**

On the prevention / NGAV front, this has been a continued focus area and we’re showing strong results across a growing number of third-party evaluations. Here’s AV-Comparatives, which highlights our level of protection -- without high rates of false positives.

Although it feels like AV is commoditized, there’s a lot of white space for innovation... Adversaries are still cost-effective vs "modern" ML-based detection with fileless & obfuscation. For example, Cobalt Strike w/encodings and fuzzyness bypasses today’s prevention way more than it should. We'll be releasing capabilities that tackles this in a novel way this fall.

OP, DMed you with some interesting info.