Resolve AI vs. Flexible IR

Operates autonomously to handle routine alerts and actions, effectively reducing the chances of escalations and preventing employee burnout. It proactively adjusts thresholds and dashboards to prevent incidents before they occur and updates runbooks with each new event to maintain accuracy. This streamlined approach can free on-call engineers from as much as 20 hours of work each week, allowing them to concentrate on development projects. The system oversees all alerts, performs root cause analyses, resolves incidents, and guarantees a stress-free experience for on-call personnel. By automating both the root cause analysis and incident response processes, it has the potential to cut Mean Time to Resolution (MTTR) by as much as 80%. With detailed incident summaries and hypotheses readily available before users log in, response times improve drastically, leading to significantly better uptime. Onboarding is quick and straightforward, featuring production-ready AI that is secure and proficient in utilizing essential production tools akin to an experienced software engineer. Furthermore, it automatically maps the production environment, understands code, and tracks changes effortlessly without any need for prior training. This revolutionary method not only optimizes operations but also boosts team-wide productivity and fosters a collaborative atmosphere that encourages innovation and growth. Ultimately, it contributes to a more resilient and responsive operational framework.

We have established a systematic methodology aimed at improving incident response (IR) abilities through focused training specifically designed for responders in niche sectors like healthcare. Scenarios are crafted from data sourced from both VerisDB and a specially selected set of Flexible IR incidents, enabling managers to evaluate their team's existing skills while formulating actionable strategies for advancement. By leveraging the Mitre Att&ck Matrix, we can identify precise areas that necessitate additional practice. Our runbooks undergo ongoing refinement through the application of Symbolic AI, ensuring their continued relevance and efficacy. Built to be user-friendly, our foundational runbooks streamline incident management and can be customized to meet the unique requirements of different environments and security analysts. Furthermore, we perform expert evaluations of these runbooks to boost their quality. This approach not only serves to enhance the skills of novice team members in areas like threat hunting and incident response but also fosters a collaborative learning environment. We also conduct simulations of adversarial situations to provide hands-on experience while underscoring the significance of continuous skill enhancement for analysts. Our framework adheres to the essential 1-10-60 rule for incident response, incorporating a skill matrix and point system to encourage sustained motivation and structured learning pathways. In addition, the system incorporates fundamental gamification features, including card-based games, to make the educational experience more captivating and enjoyable. This holistic strategy not only fortifies individual competencies but also significantly boosts the overall performance and cohesion of the incident response team, leading to more effective outcomes in real-world scenarios.