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.
Circa OPSWAT
Da oltre 20 anni, OPSWAT le infrastrutture più critiche al mondo in ambienti IT, OT, ICS, cloud e cross-domain. Scelta da governi, operatori industriali e aziende Fortune 500 in tutto il mondo, OPSWAT una piattaforma di sicurezza informatica incentrata sulla prevenzione, appositamente progettata per ambienti in cui disponibilità, sicurezza e conformità sono requisiti imprescindibili.
MetaDefender OPSWATinclude oltre 20 prodotti integrati progettati per proteggere diversi segmenti di reti critiche, dalla sicurezza degli endpoint e dei file alla gestione sicura delle patch, dai gateway di sicurezza unidirezionali alle soluzioni cross-domain, dal trasferimento sicuro dei dati alla prevenzione avanzata delle minacce. La piattaforma combina la tecnologia Deep CDR™, il sandboxing adattivo, l'analisi basata sull'intelligenza artificiale Alin e i controlli deterministici del flusso di dati in un'architettura unificata progettata specificamente per la tecnologia operativa e gli ambienti regolamentati.
Guidata dalla filosofia "Trust no file. Trust no device.™" (Non fidarti dei file. Non fidarti dei dispositivi.), OPSWAT minacce note, sconosciute e generate dall'intelligenza artificiale, attacchi zero-day e rischi della catena di approvvigionamento prima che possano interrompere le operazioni. Attraverso OPSWAT , l'azienda investe anche in programmi globali di formazione e certificazione sulla sicurezza informatica per rafforzare le competenze in materia di sicurezza IT e OT in tutto il mondo. Per saperne di più, visita il sito opswat
Media Contatto:
Kat Lewis
Vicepresidente del marketing e delle comunicazioni globali
opswat
