Question: Do you know of a solution that uses machine learning and anomaly detection to continuously assess user and device risk in real-time?

If you're looking for a solution that uses machine learning and anomaly detection to assess user and device risk in real-time, Darktrace could be a good option. This end-to-end cybersecurity platform uses Self-Learning AI to detect and respond to in-progress cyber attacks, including ransomware and email phishing. It offers real-time threat detection and automated response, as well as a single pane of glass for security teams to see the entirety of security threats across different environments. Darktrace is suitable for companies of all sizes and can be used for cloud, email, endpoint and network security.

Another top contender is Vectra AI, which uses AI-powered Attack Signal Intelligence to continuously monitor hybrid cloud environments. This platform is particularly good for detecting and responding to threats in real-time, and offers managed extended detection and response services to help augment the work of SOC teams. Vectra AI is designed to cut through alert noise and cover a broad range of hybrid cloud MITRE ATT&CK techniques, making it a good option for security analysts and organizations looking to improve their threat detection and response.

For a cloud-native, all-encompassing solution, check out CrowdStrike. This platform offers advanced protection for endpoints, cloud workloads, identities and data. With features like real-time identity protection, next-gen endpoint security and a generative AI security analyst, CrowdStrike offers a single cloud security platform that integrates with existing tools. It's been recognized in the industry for its cybersecurity incident response, cloud workload security and endpoint protection capabilities.

Last, SentinelOne offers a single cybersecurity AI platform that offers real-time insights through a Security Data Lake. It includes next-gen EPP, EDR and XDR tools for endpoint security, real-time cloud workload protection and identity threat detection. With 24/7 threat hunting and managed services, SentinelOne is designed to stay ahead of threats and protect resources efficiently, making it a good option for large and complex organizations.