RayvenAI
Precision Adversary Behavioral Intelligence
Powering modern Threat-Informed Defense workflows
Intel sources
Raw text
Blogs
Incident reports
Tactics
Techniques
Procedures
Actionable Intel
RayvenAI turns unstructured threat data into structured, ATT&CK aligned and battle-ready signals for your defensive stack.
Built for defenders who demand accuracy and speed, RayvenAI delivers structured, traceable adversary behavioral intelligence from any source, powering proactive, threat-informed defense.
RayvenAI is an autonomous AI engine purpose-built to understand adversary behavior - extracting and mapping precise Tactics, Techniques, and Procedures (TTPs) from structured and unstructured intelligence and aligning them to the ATT&CK framework with evidence-backed accuracy and full traceability.
Unified ingestion
RayvenAI ingests and standardizes data from PDFs, DOCX, URLs, and raw text, maintaining original references for seamless AI analysis.
ATT&CK-aligned intelligence
RayvenAI identifies, extracts and maps adversary tactics, techniques, and procedures (TTPs) with analytical precision, aligning seamlessly with the ATT&CK framework.
VERIFIED ACCURACY. ZERO HALLUCINATIONS.
In cybersecurity and threat intelligence, precision isn't optional—it's the difference between signal and noise.
PROCEDURES: HOW ADVERSARIES ACTUALLY OPERATE
RayvenAI reconstructs adversary playbooks from source evidence so teams can tune detection, run realistic red-team scenarios, and stop attacks at each stage.
DEFENDER EFFICIENCY
Manual ATT&CK alignment is slow, repetitive, and mistake-prone. RayvenAI automates the process, cutting hours of tedious work down to minutes and freeing defenders to focus on applying extracted intelligence to their defensive workflows and strategies.
THREAT-INFORMED DEFENSE
RayvenAI transforms intelligence into action, empowering organizations to build defenses that mirror real adversary behavior and adapt as threats evolve.
Vicky Ray
After years tracking some of the world’s most sophisticated threat actors, Vicky Ray recognized a persistent gap between how adversaries operate and how defenders prepare.
He founded RayvenX to close that gap, turning his frontline insight into autonomous AI that understands adversary behavior with precision and translates it into defensive capabilities. That translation powers proactive, threat-informed defense for cyber teams worldwide.
Formerly part of Palo Alto Networks’ renowned Unit 42, Vicky led research and investigations, advised enterprises and law-enforcement agencies, and helped shape modern threat-intelligence practices.
Turning two decades of adversary research into intelligence that thinks for itself.
Dan Sarel
Co-founder & Chief Product Officer, Descope
Dan Sarel is a seasoned cybersecurity product leader and founder with close to three decades of experience building and scaling category-defining security platforms. He is the Co-founder and Chief Product Officer at Descope, driving innovation in modern authentication and customer identity workflows. Before Descope, Dan co-founded Demisto, serving as VP of Product and helping create the SOAR category, leading to its acquisition by Palo Alto Networks.