SentinelOne Singularity AI SIEM improves my response time to sophisticated threats in two ways: it helps me to identify which ones I need to act on, which means I am not wasting time on the things I do not need to worry about or can be a lower priority. In that respect, it helps me to prioritize and act on what needs to be acted on first, so it brings it to the surface faster. Regarding AI-driven threat detection capabilities, I have a positive impression; when it is working very well, I do not really know if it is working, but when it does not work and if I have been hit by something, then I know it did not work. My SOC team seems to be utilizing it fully, and we have been kept secure and without any breach, which I think is probably the only proof we can give. The number of events and logs that it detects is numerous and very high, so it is doing its job. Fingers crossed, we do not have anything to report where we find that we have been broken into. SentinelOne Singularity AI SIEM's AI-powered analytics does affect our SOC's ability to reduce false positives; that is one of the biggest advantages because the manpower that I have is limited. The tool should be able to do a lot more of the first-level analysis, and what is flagged up for the man in the middle or the man to act on should be things that really need validation, meaning it has been correlated properly and brought up for visibility and action. In this manner, it is actually helping us to protect our security operations very effectively. It does affect my efficiency in investigating alerts and responding to incidents; we have gone to the point of using SentinelOne Singularity AI SIEM now, and our SOC is mainly dependent on SentinelOne Singularity AI SIEM. That is becoming the foundation on which all these activities and tasks are being run, and when it is all coming together, we are seeing that it is far more effective. I hope it stays that way.