In the ever-evolving landscape of cybersecurity, staying ahead of threats is not just a goal—it's a necessity. At Rapid7, we are pioneering the infusion of artificial intelligence (AI) into our platform and service offerings, transforming the way security operations centers (SOCs) around the globe operate. We’ve been utilizing AI in our technologies for decades, establishing patented models to better and more efficiently solve customer challenges. Furthering this endeavor, we’re excited to announce we’ve extended the Rapid7 AI Engine to include new Generative AI capabilities being used by our internal SOC teams, transforming the way we deliver our MDR services.
A Thoughtful, Deliberate Approach to AI Model Deployment
At Rapid7, one of our core philosophical beliefs is that vendors - like ourselves - should not lean on customers to tune our models. This belief is showcased by our approach to deploying AI models, with a process that entails initially releasing them to our internal SOC teams to be trained and battle-tested before being released to customers via in-product experiences.
Another core pillar of our AI development principles is that human supervision is essential and can’t be completely removed from the process. We believe wholeheartedly in the efficacy of our models, but the reality is that AI is not immune from making mistakes. At Rapid7, we have the advantage of working in lockstep with one of the world's leading SOC teams. With a continuous feedback loop in place between our frontline analysts and our AI and data science team, we’re constantly fine-tuning our models, and MDR customers benefit from knowing our teams are validating any AI-generated output for accuracy.
Intelligent Threat Detection and Continuous Alert Triage Validation
The first line of defense in any cybersecurity strategy is ..
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