--- title: Comprehensive Guidance Issued for AI Integration in... description: NSA and CISA have released new guidance on AI integration risks in operational technology networks for critical infrastructure. Key concerns include prompt... canonical: https://daily.dev/posts/comprehensive-guidance-issued-for-ai-integration-in-operational-technology-networks-8pr0emzar twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Comprehensive Guidance Issued for AI Integration in Operational Technology Networks | daily.dev og:description: NSA and CISA have released new guidance on AI integration risks in operational technology networks for critical infrastructure. Key concerns include prompt... og:url: https://daily.dev/posts/comprehensive-guidance-issued-for-ai-integration-in-operational-technology-networks-8pr0emzar og:image: https://api.daily.dev/og/posts/8pR0EMZAr.png og:image:alt: Comprehensive Guidance Issued for AI Integration in Operational Technology Networks og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Comprehensive Guidance Issued for AI Integration in Operational Technology Networks **[Collections](https://daily.dev/sources/collections)** · 2 min read · 1 upvotes · 0 comments ## Summary NSA and CISA have released new guidance on AI integration risks in operational technology networks for critical infrastructure. Key concerns include prompt injection, data poisoning, adversarial attacks, AI drift, and LLM hallucinations. The agencies warn that AI may not be reliable enough for autonomous safety-critical decisions in industrial settings. Recommendations emphasize secure design principles, internal development, governance frameworks, and behavioral analytics for anomaly detection. Adoption faces challenges due to OT's conservative nature and the gap between slow change management processes and rapid AI evolution. ## Content International security agencies, including the NSA and CISA, have issued new guidance highlighting the potential risks associated with integrating artificial intelligence (AI) into operational technology (OT) networks used in critical infrastructure. These guidelines aim to inform stakeholders about the unique challenges AI presents in OT environments. Key concerns outlined in the guidance include prompt injection, data poisoning, adversarial attacks, AI drift, and hallucinations in large language models (LLMs). Additionally, the lack of explainability in AI systems and the potential for human de-skilling pose significant challenges. The agencies emphasize that AI may not yet be reliable enough for autonomous, safety-critical decision-making in industrial settings, particularly when compared to more stable IT systems. To tackle these issues, the expert recommendations stress the adoption of secure design principles and considering internal development for better control over AI deployment in OT networks. The framework suggests four essential principles: understanding AI-specific OT risks, evaluating use cases, establishing governance frameworks, and embedding safety practices. Behavioral analytics and anomaly detection are highlighted as vital tools to identify AI drift before it affects operations. Despite the comprehensive nature of the guidelines, experts acknowledge the difficulties in adoption due to OT's conservative approach and the discrepancy between the cautious nature of change management in OT and the rapid pace of AI evolution. These recommendations serve as a crucial step in enhancing the security and reliability of AI systems within critical infrastructure, providing a roadmap for their safe and responsible integration. ## Similar posts on daily.dev - [Reorient Your Thinking to Tackle AI Security Risks](https://daily.dev/posts/reorient-your-thinking-to-tackle-ai-security-risks-zg1ypv8p9) · Security Boulevard · 0 upvotes · 0 comments - [Top cyber threats to your AI systems and infrastructure](https://daily.dev/posts/top-cyber-threats-to-your-ai-systems-and-infrastructure-thdfgbjfx) · CSO Online · 1 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#cyber](https://daily.dev/tags/cyber), [#infrastructure](https://daily.dev/tags/infrastructure), [#security](https://daily.dev/tags/security) [View this post on daily.dev](https://daily.dev/posts/comprehensive-guidance-issued-for-ai-integration-in-operational-technology-networks-8pr0emzar) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Comprehensive Guidance Issued for AI Integration in Operational Technology Networks","url":"https://daily.dev/posts/comprehensive-guidance-issued-for-ai-integration-in-operational-technology-networks-8pr0emzar","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/comprehensive-guidance-issued-for-ai-integration-in-operational-technology-networks-8pr0emzar"},"datePublished":"2025-12-08T07:08:20.627Z","dateModified":"2026-06-18T02:16:24.995Z","description":"NSA and CISA have released new guidance on AI integration risks in operational technology networks for critical infrastructure. 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