> Our goal is to provide AI pentesting agents that run continuously,
Pour one out for your observability team. Or, I guess here's hoping that the logs, metrics, and traces have a distinct enough attribute that one can throw them in the trash (continuously, natch)
You can set this up in a non-production environment and realise a lot of the benefits. It would also help you figure out better ways to manage your logs such that you can improve signal-to-noise ratio in monitoring solutions and alarming.
Not convinced "AI" is needed for this sort of around the clock pen testing - a well-defined set of rules that is being actively maintained as the threat landscape changes, and I am pretty sure there are a bunch of businesses that offer this already - but I think constant attacking is the only way to really improve security posture.
To quote one of my favourite lines in Neal Stephenson's Anathem: "The only way to preserve the integrity of the defenses is to subject them to unceasing assault".