The National Institute of Standards and Technology (NIST) Artificial Intelligence Risk Management

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Why and How Companies Switch</span> </div> </a> </li> <li> <a href="/resource/step-by-step-guide-to-ai-compliance/"> <div class="img-holder"> <img src="https://trustarc.com/wp-content/uploads/2024/02/res-square-plus-pink.png" class="attachment-full size-full" alt="" decoding="async" /> </div> <div class="text-holder"> <span class="font-bold block uppercase resource-label">GUIDE</span> <span class="block h6">Step-by-Step Guide to AI Compliance</span> </div> </a> </li> </ul> </div> </div> </div> </li> <li> <a href="/contact/" class="btn"><span>Contact us</span></a> </li> </ul> <div class="right"> <a href="#" class="search-opener"> <svg width="19" height="20" viewBox="0 0 19 20" fill="none" xmlns="http://www.w3.org/2000/svg"> <circle class="el" cx="8" cy="8" r="7.25" stroke="#000239" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" /> <line class="el" x1="13.0607" y1="14" x2="18" y2="18.9393" stroke="#000239" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" /> </svg> <span class="accessibility">Search Opener</span> </a> <div class="search-drop"> <div class="container"> <form action="https://trustarc.com" class="search-form"> <label for="search"><img src="https://trustarc.com/wp-content/themes/trustarc/assets/dist/images/icon-search.svg" alt="" /></label> <input type="search" name="s" id="search" /> <button type="submit" class="btn"><span>Search</span></button> </form> <a href="#" class="close search-opener"> <svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg"> <path class="el" d="M1 1L13 13" stroke="#000239" stroke-width="1.5" stroke-linecap="round" /> <path class="el" d="M1 13L13 1.00004" stroke="#000239" stroke-width="1.5" stroke-linecap="round" /> </svg> <span class="accessibility">Search Close</span> </a> </div> </div> <a href="/contact/" class="btn desktop-only"><span>Contact us</span></a> </div> </div> </div> </header> <main id="main"> <section id="block_713c33eb7598179f7b097ce40de343d5" class="hero-section-colors text-center bg-navy-gradient"> <div class="container"> <span class="sub-title block font-bold ">Standard</span> <h1>The National Institute of Standards and Technology (NIST) Artificial Intelligence Risk Management</h1> <p>The NIST AI Risk Management Framework (RMF) is designed to equip organizations and individuals with approaches that increase the trustworthiness of AI systems, and to help foster the responsible design, development, deployment, and use of AI systems over time.</p> </div> </section> <section id="block_cb0bdf31e68591cbe99b1eb805d19edf" class="columns-one text-center" style=""> <div class="container"> <div class="text-holder"> <h2>Are you subject to the AI RMF?</h2> <p>The NIST AI RMF is a voluntary framework that can be used by any organization or entity that develops, deploys, or operates AI systems. This includes government agencies, private companies, research institutions, and any other entities involved in AI development and deployment.</p> </div> </div> </section> <section id="block_f853cb5a0849507f1e5f61c1d426aca4" class="columns-two" style="padding-top:0;padding-bottom:0;"> <div class="container"> <div class="heading text-center max-width"> <h2>Areas of the AI RMF</h2> </div> <div class="col-wrap"> <div class="col"> <h4>Govern function</h4> <ul> <li>Establishes a risk management culture within organizations dealing with AI systems;</li> <li>Develops processes to anticipate, identify, and manage risks associated with AI, considering users and societal impacts;</li> <li>Includes procedures for assessing potential impacts of AI systems;</li> <li>Aligns AI risk management with organizational principles and strategic priorities;</li> <li>Integrates technical AI design with organizational values, fostering competencies for personnel involved; and</li> <li>Manages the entire AI product lifecycle, covering legal issues related to third-party software and data usage.</li> </ul> </div> <div class="col"> <h4>Map function</h4> <ul> <li>Establishes the context to frame risks related to an AI system; and</li> <li>Enables negative risk prevention and informs decisions for</li> <li>Processes such as model management, as well as an initial decision about appropriateness or the need for an <a href="https://trustarc.com/products/assurance-certifications/responsible-ai/">responsible AI</a> solution.</li> </ul> </div> </div> </div> </section> <section id="block_1c83ba91c82f764bd44349ef2169e02a" class="columns-two" style="padding-top:0;"> <div class="container"> <div class="col-wrap"> <div class="col"> <h4>Measure function</h4> <ul> <li>Employs quantitative, qualitative, or mixed method tools, techniques, and methodologies to analyze, benchmark, and monitor AI risk and related impacts;</li> <li>Measuring AI risks includes tracking metrics for trustworthy characteristics, social impact, and human-AI configurations; and</li> <li>Processes developed or adopted in the measure function should include rigorous software testing and performance assessment methodologies with associated measures of uncertainty, comparisons to performance benchmarks, and formalized reporting and documentation of results.</li> </ul> </div> <div class="col"> <h4>Manage function</h4> <ul> <li>Entails allocating risk resources to mapped and measured risks on a regular basis;</li> <li>Eisk treatment comprises plans to respond tom recover from, and communicate about incidents or events; and</li> <li>After completing the manage function, plans for prioritizing risk and regular monitoring and improvement will be in place</li> </ul> </div> </div> </div> </section> <section id="block_30603e41822d138508b7fe4c95971b70" class="cta-section has-gradient-none color-white"> <div class="bg"> <img decoding="async" src="https://trustarc.com/wp-content/uploads/2024/02/bg-cta-ai-whitepaper.png" class="attachment-full size-full" alt="" srcset="https://trustarc.com/wp-content/uploads/2024/02/bg-cta-ai-whitepaper.png 1440w, https://trustarc.com/wp-content/uploads/2024/02/bg-cta-ai-whitepaper-300x102.png 300w, https://trustarc.com/wp-content/uploads/2024/02/bg-cta-ai-whitepaper-1024x347.png 1024w, https://trustarc.com/wp-content/uploads/2024/02/bg-cta-ai-whitepaper-768x260.png 768w" sizes="(max-width: 1440px) 100vw, 1440px" /> </div> <div class="container"> <div class="text-block"> <span class="block h6">Whitepaper</span> <h1>Advancing Accountable AI: A Readiness Guide For Privacy</h1> <ul class="btn-list"> <li> <a href="/resource/advancing-accountable-ai-a-readiness-guide-for-privacy/" class="btn"><span>Download now</span></a> </li> </ul> </div> </div> </section> <section id="block_667bbca62a6ad4bb12dd6f9d65af9954" class="features-section"> <div class="container"> <div class="max-width text-center"> <h2>Achieve compliance</h2> </div> <div class="feature-w-images"> <ul class="list-w-links"> <li> <a href="/products/privacy-data-governance/privacycentral/"> <div class="text-holder"> <span class="h6 block">Privacy program development and compliance management</span> Automatically identify gaps and track compliance with PrivacyCentral for NIST, ISO, and other privacy and security standards. <span class="arrow"> <img decoding="async" src="https://trustarc.com/wp-content/themes/trustarc/assets/dist/images/icon-arrow.svg" alt="" /> </span> </div> </a> </li> <li> <a href="/products/privacy-data-governance/nymity-research/"> <div class="text-holder"> <span class="h6 block">Guidance and operational templates</span> Stay ahead of framework changes with expert guidance, ensuring your security and privacy practices remain compliant and up to date. Operationalize quickly with expert written operational templates for sample policies, checklists, and more. <span class="arrow"> <img decoding="async" src="https://trustarc.com/wp-content/themes/trustarc/assets/dist/images/icon-arrow.svg" alt="" /> </span> </div> </a> </li> <li> <a href="/products/privacy-data-governance/assessment-manager/"> <div class="text-holder"> <span class="h6 block">Mitigate risks</span> Use the pre-built AI Risk Assessment template and automatically produce a mitigation plan using TrustArc鈥檚 Assessment Manager. <span class="arrow"> <img decoding="async" src="https://trustarc.com/wp-content/themes/trustarc/assets/dist/images/icon-arrow.svg" alt="" /> </span> </div> </a> </li> </ul> <div class="img-area"> <img decoding="async" src="https://trustarc.com/wp-content/uploads/2024/03/img-regulations-generic.png" class="attachment-full size-full" alt="" srcset="https://trustarc.com/wp-content/uploads/2024/03/img-regulations-generic.png 644w, https://trustarc.com/wp-content/uploads/2024/03/img-regulations-generic-300x220.png 300w" sizes="(max-width: 644px) 100vw, 644px" /> </div> </div> </div> </section> <section id="block_61573ba3c99102c25b1990eb6b16b69e" class="accordions-section" style=""> <div class="container"> <div class="max-width"> <h2>FAQs</h2> <ul class="accordion"> <li> <a href="#" class="opener">What is the purpose of the NIST AI RMF?</a> <div class="slide"> <div class="slide-wrap"> <p>The NIST AI RMF aims to provide a structured approach for managing risks associated with AI systems. It offers guidelines and best practices to enhance the responsible development, deployment, and operation of AI technologies.</p> </div> </div> </li> <li> <a href="#" class="opener">How is the NIST AI RMF related to the Blueprint for the AI Bill of Rights?</a> <div class="slide"> <div class="slide-wrap"> <p>While the NIST AI RMF offers a broader framework for managing AI risks, the Blueprint for the AI Bill of Rights focuses specifically on mitigating risks related to human rights and access to resources, complementing the efforts of the NIST AI RMF in promoting responsible and ethical AI practices.</p> </div> </div> </li> <li> <a href="#" class="opener">Is the NIST AI RMF legally binding?</a> <div class="slide"> <div class="slide-wrap"> <p>The NIST AI RMF itself is not legally binding. However, it may be referenced or incorporated into regulatory frameworks or industry standards related to AI governance and risk management. Organizations may choose to adopt the NIST AI RMF voluntarily to improve their AI practices and demonstrate compliance with relevant regulations or standards.</p> </div> </div> </li> </ul> </div> </div> </section> <section id="block_bd5c87fcb6412ec3938a700f735bd358" class="resource-section bg-light-grey"> <div class="container"> <div class="resource-head"> <h2>Related resources</h2> <a href="/resources/" class="cta block">View all resources</a> </div> <ul class="resource-lists "> <li> <a href="https://trustarc.com/resource/data-protection-responsible-generative-ai-use/" class="resource-single"> <div class="img-holder"> <img decoding="async" width="380" height="120" src="https://trustarc.com/wp-content/uploads/2024/02/res-feat-rect-purple-380x120.png" class="attachment-380x120 size-380x120 wp-post-image" alt="" /> </div> <div class="text-holder"> <span class="resource-label uppercase">Articles</span> <h4>Data Protection and Responsible Generative AI Use: A Comprehensive Guide</h4> </div> </a> </li> <li> <a href="https://trustarc.com/resource/navigating-algorithmic-accountability-in-ai/" class="resource-single"> <div class="img-holder"> <img decoding="async" width="380" height="120" src="https://trustarc.com/wp-content/uploads/2024/02/res-feat-rect-gray-380x120.png" class="attachment-380x120 size-380x120 wp-post-image" alt="" /> </div> <div class="text-holder"> <span class="resource-label uppercase">Articles</span> <h4>Navigating Algorithmic Accountability in AI</h4> </div> </a> </li> <li> <a href="https://trustarc.com/resource/elevating-privacy-impact-assessments-pias-to-ai-governance/" class="resource-single"> <div class="img-holder"> <img decoding="async" width="380" height="120" src="https://trustarc.com/wp-content/uploads/2024/01/res-feat-rect-purple-test-380x120.png" class="attachment-380x120 size-380x120 wp-post-image" alt="" /> </div> <div class="text-holder"> <span class="resource-label uppercase">Articles</span> <h4>Elevating Privacy Impact Assessments (PIAs) to AI Governance</h4> </div> </a> </li> </ul> </div> </section> <section id="block_601a6a263f460964ab2e79db3bebba09" class="columns-one text-center bg-light-grey" style="padding-top:0;padding-bottom:0;overflow:hidden;"> <div class="container"> <div class="text-holder"> <p style="font-size:80%"><strong>The information provided does not, and is not intended to, constitute legal advice.</strong> Instead, all information, content, and materials presented are for general informational purposes only.</p> </div> </div> </section> </main> <footer class="footer"> <div class="container"> <div class="footer-top"> <div class="footer-left"> <div class="footer-logo"> <a href="https://trustarc.com"> <img src="https://trustarc.com/wp-content/uploads/2023/11/footer-logo.svg" class="attachment-full size-full" alt="TrustArc" decoding="async" loading="lazy" /> </a> </div> <address> 2121 N. 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