Hidden Language Switches Expose Threats

So for instance, oftentimes, a bad actor might switch languages and use a different language when they have something to say that they don't want to have on the record. So that is the type of capability where advanced detection capabilities is really key. And then finally, you get to the review stage where an analyst is then looking at these alerts and is trying to determine if it's a false positive or if there's truly a signal there. enabling that analyst to really do their job in an effective way and eliminating rote, repetitive work is a key aspect of what we do. Because they're paying more attention because they're not so burdened by the toil. So you have just announced a strategic collaboration agreement with AWS. Tell us more a little bit about that. Yeah, so AWS is a key partner for us. We build our core capabilities on AWS. And in order to scale our capabilities and really innovate in this space, having a partner like AWS is key.