TAMPA, Fla. – April 8, 2026 – OPSWAT, a global leader in critical infrastructure protection (CIP) cybersecurity solutions, today announced OPSWAT Predictive Alin AI, its first proprietary AI-based threat detection engine for the MetaDefender™ Platform.
This AI-based innovation introduces a new category of capability within the MetaDefender Platform, a high-confidence predictive layer that works alongside existing detection and prevention engines to assess malicious intent before execution, driving greater efficiency across the platform. This enables organizations to act immediately, while minimizing the operational impacts of false positives.
At OPSWAT, we've always believed that security begins with prevention, and the assumption that every file is malicious. The Predictive Alin AI Engine wasn't built to replace your security team; it was built to make them more effective and efficient.
By delivering machine-learning verdicts in milliseconds — before execution, before detonation — we cut through the noise and eliminate the hesitation that costs organizations the most. Our AI-native capabilities give security teams the trust and clarity they need to act with confidence, turning smarter detection into stronger decisions at the speed enterprises demand.
Precision-First AI Built for Real-World Operations
OPSWAT Predictive Alin AI is a machine learning-based static analysis engine that evaluates file structure, entropy patterns, and semantic relationships to predict whether a file will behave in a malicious way, without solely relying on signatures or runtime execution. It delivers sub-100-millisecond inference for most files, operates with a small memory footprint, and performs identically in online and offline deployments.
In an internal efficacy analysis, OPSWAT evaluated Predictive Alin AI, demonstrating:
- 99.99% precision in identifying safe files, validated across months of production traffic testing to minimize noise and false positives. When uncertain, the MetaDefender™ Platform triggers additional workflows and data handling for further assessment of data automatically reinforcing the defense-in-depth concept.
- A measurable uplift in overall efficiency when added to multiengine deployments.
The results confirm that Predictive Alin AI currently performs best as a decision confidence layer within a multi-engine architecture, particularly in environments where false positives can disrupt operations, block critical workflows, or trigger costly response actions.
Raw detection rate is not the same as operational value.
Predictive Alin AI was engineered and evaluated with precision as the primary objective. When it fires, customers can have a high degree of confidence in that verdict, which is exactly what many enterprise environments need.
Availability and Platform Integration
Predictive Alin AI adds a proprietary predictive capability alongside MetaDefender’s existing Metascan™ Multiscanning, Deep CDR™ Technology, and adaptive sandbox technologies. It is fully developed in-house by OPSWAT’s data science and R&D teams and trained on curated, privacy-safe datasets from MetaDefender Aether telemetry, OPSWAT Threat Intelligence, and Unit 515 research. The model is continuously refined using correlated feedback across OPSWAT’s ecosystem.
The engine is already deployed in customer environments worldwide and is particularly relevant for defense, government, manufacturing, and energy sectors operating under strict regulatory and connectivity constraints. Predictive Alin AI is available today via MetaDefender Core™ for Windows and Linux as well as MetaDefender Cloud™.
Read more about Predictive Alin AI or join our webinar.
Über OPSWAT
Seit mehr als 20 Jahren OPSWAT die weltweit kritischsten Infrastrukturen in IT-, OT-, ICS-, Cloud- und domänenübergreifenden Umgebungen. OPSWAT genießt das Vertrauen von Regierungen, Industrieunternehmen und Fortune-500-Unternehmen weltweit und OPSWAT eine präventionsorientierte Cybersicherheitsplattform, die speziell für Umgebungen entwickelt wurde, in denen Verfügbarkeit, Sicherheit und Compliance unverzichtbar sind.
MetaDefender OPSWATumfasst mehr als 20 integrierte Produkte, die für die Sicherung verschiedener Segmente kritischer Netzwerke entwickelt wurden, von Endpunkt- und Dateisicherheit bis hin zu sicherem Patch-Management, unidirektionalen Sicherheitsgateways, domänenübergreifenden Lösungen, sicherer Datenübertragung und fortschrittlicher Bedrohungsabwehr. Die Plattform kombiniert Deep CDR™-Technologie, adaptives Sandboxing, Alin-KI-gestützte Analyse und deterministische Datenflusskontrollen in einer einheitlichen Architektur, die speziell für Betriebstechnologie und regulierte Umgebungen entwickelt wurde.
Geleitet von der Philosophie „Trust no file. Trust no device.™” (Vertraue keiner Datei. Vertraue keinem Gerät.) OPSWAT bekannte, unbekannte und KI-generierte Bedrohungen, Zero-Day-Angriffe und Risiken in der Lieferkette, bevor sie den Betrieb stören. Über OPSWAT investiert das Unternehmen außerdem in globale Cybersicherheits-Schulungs- und Zertifizierungsprogramme, um das IT- und OT-Sicherheits-Know-how weltweit zu stärken. Weitere Informationen finden Sie unter opswat.
Media Kontakt:
Kat Lewis
VP of Global Marketing & Communications
opswat
