Feb 01, 2026 • Recorded Future
Autonomous Threat Operations in action: Real results from Recorded Future’s own SOC team | Recorded Future
Recorded Future deployed its Autonomous Threat Operations platform within its own SOC as 'Customer Zero' to validate effectiveness before customer release....
Executive Summary
Recorded Future deployed its Autonomous Threat Operations platform within its own SOC as 'Customer Zero' to validate effectiveness before customer release. The solution transformed inconsistent, analyst-dependent threat hunting into unified, automated operations—enabling junior analysts to conduct 15-20 threat hunts weekly compared to days or weeks required previously. During the Salt Typhoon campaign, Recorded Future's CISO successfully launched a comprehensive network-wide threat hunt in just five minutes between meetings, enabling rapid risk mitigation. The platform's single-pane-of-glass approach eliminates context-switching across multiple tools, allowing analysts to hunt threats and research IOCs within one unified environment. Organizations should consider automated threat hunting solutions to shift from reactive to proactive defense postures and enable faster incident response capabilities.
Summary
This article explores how Recorded Future served as Customer Zero for Autonomous Threat Operations, testing the new solution within our own SOC to validate its real-world impact before releasing it to the public. The article reveals how the technology transformed inconsistent, analyst-dependent threat hunting into unified, automated operations—enabling junior analysts to run 15–20 hunts weekly and allowing our CISO to launch comprehensive network hunts in five minutes in response to critical threats like Salt Typhoon. By understanding these outcomes, security leaders can see how autonomous threat hunting empowers teams at every skill level to shift from reactive to proactive defense.
Published Analysis
Recorded Future deployed its Autonomous Threat Operations platform within its own SOC as 'Customer Zero' to validate effectiveness before customer release. The solution transformed inconsistent, analyst-dependent threat hunting into unified, automated operations—enabling junior analysts to conduct 15-20 threat hunts weekly compared to days or weeks required previously. During the Salt Typhoon campaign, Recorded Future's CISO successfully launched a comprehensive network-wide threat hunt in just five minutes between meetings, enabling rapid risk mitigation. The platform's single-pane-of-glass approach eliminates context-switching across multiple tools, allowing analysts to hunt threats and research IOCs within one unified environment. Organizations should consider automated threat hunting solutions to shift from reactive to proactive defense postures and enable faster incident response capabilities. This article explores how Recorded Future served as Customer Zero for Autonomous Threat Operations, testing the new solution within our own SOC to validate its real-world impact before releasing it to the public. The article reveals how the technology transformed inconsistent, analyst-dependent threat hunting into unified, automated operations—enabling junior analysts to run 15–20 hunts weekly and allowing our CISO to launch comprehensive network hunts in five minutes in response to critical threats like Salt Typhoon. By understanding these outcomes, security leaders can see how autonomous threat hunting empowers teams at every skill level to shift from reactive to proactive defense. Key Takeaways: Recorded Future deployed Autonomous Threat Operations within its own SOC before customer release, ensuring real-world effectiveness and identifying critical capabilities. Autonomous Threat Operations reduced analyst-dependent, inconsistent processes, creating standardized hunts that deliver the same input, output, and expectations every time. Team members now run 15-20 threat hunts weekly—work that previously required days or weeks of manual research, coordination, and planning. During the Salt Typhoon campaign, Recorded Future's CISO launched a comprehensive network-wide threat hunt in five minutes between meetings, enabling immediate risk mitigation. A single pane of glass eliminates context-switching across multiple tools, allowing analysts to hunt threats and research IOCs within one platform. Autonomous Threat Operations in action: Real results from Recorded Future’s own SOC team The ultimate test of any cybersecurity solution Recorded Future builds? Using it to defend our own network. That's exactly what we did with Autonomous Threat Operations. Before rolling it out to customers, we became Customer Zero, deploying the technology within our security operations organization to see if it could truly transform the way security teams hunt for threats. The results exceeded our expectations. What we discovered wasn't just incremental improvement; it was a fundamental shift in what our security team could accomplish. The challenge: Inconsistent and analyst-dependent threat hunting Prior to implementing Autonomous Threat Operations, we faced the same threat hunting challenges many security teams struggle with today. As Josh Gallion, Recorded Future's Incident Response Manager, explains: "Before using Autonomous Threat Operations, our approach to threat hunting was more piecemeal and unique to each analyst. It varied based on whatever they were comfortable with and however they were trained on the tooling." c4yy0f6y1p This inconsistency meant that the quality and thoroughness of our threat hunts varied significantly by analyst. And since each team member had different strengths, different levels of experience, and different comfort levels with our security tools, we struggled to standardize the process. The transformation: Unified, repeatable threat hunting Autonomous Threat Operations leveled the playing field immediately. "It unifies the hunting capability and makes it so that every time analysts run a hunt, it's the same," says Gallion. "We get the same input, we get the same output, and we know what to expect." The implementation was remarkably straightforward. "When we turned it on, it just was a simple connection to our Splunk environment," he says. "And once the team started using it, we could see an increase in the number of threat hunts each user would do." Perhaps most importantly, Autonomous Threat Operations enabled our team to shift from reactive, manual hunting to proactive, automated operations. "Now we can schedule hunts that will continuously run over time, update with the threat actor TTPs, and give us a more holistic view," Gallion says. "Before, we had to have an analyst get back into the product and look for new IOCs to run. Now it just runs it automatically and we know that that's taken care of." Real-world impact: Upskilling junior analysts and enabling rapid response According to Recorded...
Linked Entities
- Salt Typhoon