Rilevera

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Rilevera is an AI Detection Engineer platform built for security teams that need to move beyond static, set-it-and-forget-it detection logic. The platform continuously validates, improves, and operationalizes detection rules across SIEM, EDR, and data platforms, ensuring that the rules security teams rely on are actually working at all times. The core problem Rilevera solves is one that most security organizations quietly struggle with: detection drift. Schema changes, missing logs, platform updates, and silent failures erode detection coverage over time, often without anyone knowing. By the time teams discover a rule has broken, coverage gaps have already existed for weeks or months. Rilevera addresses this through four primary capabilities: Continuous Validation monitors detection logic, telemetry dependencies, and schema integrity across platforms in real time. If a rule breaks or data disappears, the team knows immediately rather than discovering it during an incident. Detection Health and Improvement analyzes performance data, false positive trends, logic overlap, and rule quality to surface recommendations and push validated updates back into execution platforms. Coverage Mapping aligns detections and telemetry to the MITRE ATT&CK framework and known threat actors, identifying blind spots and helping teams prioritize where to build new rules. Structured Engineering Workflows bring discipline to the full detection lifecycle, including design, validation, peer review, and controlled deployment, so detection engineering scales with the team rather than against it. The platform essentially acts as an autonomous layer that connects threat intelligence, red team activity, and detection engineering into a unified control plane, allowing teams to translate detection work into measurable risk reduction they can report to leadership. Rilevera is positioned for enterprise security teams, particularly in high-compliance industries like banking, financial services, and insurance, where detection coverage is a direct line to regulatory and operational risk.