How It Works
Platform-specific rules or queries—such as those written in Splunk, Sentinel, or other supported formats—can now be automatically transformed into Roota format using Uncoder AI. This isn’t just a format switch; it’s a context-rich conversion process that layers metadata critical to operational success.
Once a user clicks the Supercharge button, Uncoder AI processes the rule through a proprietary model hosted in SOC Prime’s secure private cloud. The resulting output includes:
- False Positive Considerations: AI-generated analysis on what benign activities may trigger the detection logic.
- Triage Recommendations: Actionable guidance for analysts to investigate alerts effectively.
- Log Source Enrichment: Automatically suggests required log sources if not defined in the original content, including audit settings and how to enable them.
- ATT&CK Tag Predictions: Uses a machine learning model to infer relevant MITRE ATT&CK techniques and sub-techniques.
All of this is done with zero exposure of the rule content outside SOC Prime’s infrastructure.
Why It’s Innovative
SOC teams are under constant pressure to convert detection logic into something actionable. Most detection formats lack context, which can lead to alert fatigue or missed threats. The Roota format is designed to bridge this gap, and with AI supercharging, this becomes effortless:
- No manual enrichment
- No context loss
- No delay in operational readiness
What once took a senior detection engineer hours to compile is now delivered in seconds—complete with structured fields that plug into detection engineering workflows.
Operational Value
- Boosts Analyst Efficiency: Analysts receive the “why,” “how,” and “what to do next” for each detection without guesswork.
- Standardizes Metadata Across Teams: Triage, audit, and context fields are consistently populated.
- Accelerates MITRE Alignment: Each detection is mapped to adversary behavior in a machine-interpretable format.
- Supports Content Reusability: Rules enriched with Roota metadata are easier to adapt, scale, and reuse across environments.
From Query to Context-Rich Roota in One Click
Supercharge your detection logic with enriched metadata, investigative context, and operational clarity—all powered by Uncoder AI and Roota. No extra writing. No extra waiting. Just better detection, faster.
The post Supercharge Detection Content into Roota Format with AI appeared first on SOC Prime.
