Question: I'm looking for a cybersecurity platform that can prevent and detect ransomware attacks using AI/ML models.

Halcyon is a cyber resilience platform designed for the Global 2000, with multiple defenses against ransomware attacks. It combines AI/ML models trained on millions of tactics, techniques and procedures (TTPs) to detect and stop attacks. Halcyon also includes automated recovery, data exfiltration protection and endpoint protection, making it a good option for big companies in finance, health care and shipping.

Another option is Cybereason, which combines NGAV, EDR and MDR for predictive prevention, detection and response to today's ransomware. Its AI-Driven XDR platform includes tools like MalOp Detection, Threat Hunting and Digital Forensics & Incident Response, and it's good for large-scale deployments and offers detailed threat intelligence and breach protection.

Darktrace uses Self-Learning AI to spot and respond to in-progress cyber attacks, including ransomware, in real time. It offers real-time threat detection, contextual understanding and automated response across multiple security domains, so it's a good option for companies of all sizes. Darktrace's platform learns from an organization's operations and adapts to stay ahead of shifting cyber threats.