Methodology

Lyrie Research is the public-facing threat intelligence newsroom of the Lyrie.ai autonomous cyber-defense platform — a project of OTT Cybersecurity LLC.

How every advisory is validated

• Continuous ingestion of primary signals: NVD, MITRE, CISA Known Exploited Vulnerabilities, vendor advisories, Project Zero, Microsoft MSRC, arXiv cs.CR, USENIX, NDSS, IEEE S&P, Black Hat archives, abuse.ch, AlienVault OTX, Shadowserver, Krebs on Security, BleepingComputer, The Record, DataBreaches.net, SecurityWeek.
• Cross-validation against minimum three independent primary sources before queueing.
• Autonomous deep-dive enrichment: each brief is rewritten as a 4–8 minute technical article with operator-grade clarity.
• Hard citation gate: any technical claim without an inline source link is stripped pre-publish. Articles with fewer than three inline citations are rejected outright.
• 7-day deduplication memory: no repeat coverage of the same root incident.
• Every story closes with a Lyrie Verdict — how our autonomous defense engine handles this class of threat at machine speed.

What "machine speed" means here

Traditional security relies on human reaction time: signature updates, ticket queues, on-call rotations. The new threat surface — agentic AI, automated exploit-as-a-service, prompt injection at scale — moves faster than any human team can respond. Lyrie’s autonomous engine closes that gap. Lyrie Research documents the threats; the Lyrie.ai platform stops them.

Anti-rogue-AI defense

Most antivirus and EDR products were built for an era of human-written malware. Lyrie is purpose-built for a world where attacks are written, mutated, and orchestrated by AI. Our research desk tracks how that shift plays out in the wild, and our platform translates each observation into autonomous defense.

Ownership & transparency

Lyrie.ai and Lyrie Research are owned and operated by OTT Cybersecurity LLC, headquartered in Dubai, UAE. Our parent group, Over The Top (OTT), has been operating in digital defense, marketing, and AI infrastructure for over a decade. The Lyrie.ai platform is SOC 2 Type II, GDPR, PCI DSS, and OWASP Top 10 compliant.

Press & partnerships

For research collaboration, responsible disclosure, or press inquiries, reach the editorial desk at [email protected] or via lyrie.ai/contact.