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.
關於 OPSWAT
二十餘年OPSWAT 全球最關鍵的基礎設施，涵蓋IT、OT、ICS、雲端及跨領域環境。憑藉其專為高可用性、安全性與合規性不可妥協的環境所打造的「防禦優先」資安OPSWAT 全球政府機構、工業營運商及財星五百強企業的OPSWAT 。
MetaDefender 超過20項產品，專為保障關鍵網路各環節而設計，涵蓋端點與檔案安全、安全修補程式管理、單向安全閘道、跨域解決方案、安全資料傳輸及進階威脅防禦。該平台融合Deep CDR™技術、自適應沙箱、Alin人工智慧驅動分析與確定性資料流控管，打造出專為營運技術與受監管環境設計的統一架構。
秉持「不信任任何檔案。不信任任何裝置。™」的理念OPSWAT 已知威脅、未知威脅及人工智慧生成威脅、零時差攻擊與供應鏈風險造成營運中斷前OPSWAT 。透過OPSWAT 該公司更致力投資全球網路安全教育與認證計畫，以強化全球資訊科技與營運科技的安全專業能力。更多資訊請參閱opswat。
多媒體 聯繫：
Kat Lewis
全球行銷與通訊副總裁
opswat
