Data and Architecture Management

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class="expertise-splash" style="background-image:url('/images/expertise/DataMgmtBanner2.jpg');"> <h1>Data and Architecture Management </h1> </div> <div class="expertise-copy container"> <p>CNA considers the entirety of an agency’s systems — people, processes, data and technology — to identify solutions for improved operations. With an analytical team of engineers, data scientists, mathematicians and information science professionals, our data management and system architecture experts solve complex technical and policy problems while never losing sight of the end user.</p> <p>We leverage high performance computing to obtain insights from big data for the U.S. Navy in Perform to Plan. Our lifecycle support for IT modernization has helped the FAA digitize Notices to Airmen and FEMA streamline its grant-making process. We are designing innovative cybersecurity protection for public safety drones in partnership with federal, state, and local agencies, including the National Institute of Standards and Technology. CNA empowers our sponsors and clients with the best tools to make data-driven decisions.</p> </div> <section id="capabilities" class="calls-to-action calls-4 featured-squares squares-4"> <div class="container"> <h2>Related Capabilities</h2> <div class="cta-container" style="grid-template-columns: repeat(4, 1fr);"> <div class="call-to-action"> <figure class="cta-image image is-square"> <img src="/images/capabilities/data-analytics.svg" alt="Data Analytics" /> </figure> <div class="cta-title">Data Analytics</div> </div> <div class="call-to-action"> <figure class="cta-image image is-square"> <img src="/images/capabilities/data-management.svg" alt="Data Management" /> </figure> <div class="cta-title">Data Management</div> </div> <div class="call-to-action"> <figure class="cta-image image is-square"> <img src="/images/capabilities/training-and-technical-assistance.svg" alt="Training and Technical Assistance" /> </figure> <div class="cta-title">Training & Technical Assistance</div> </div> <div class="call-to-action"> <figure class="cta-image image is-square"> <img src="/images/capabilities/on-site-analysis.svg" alt="On-site Analysis" /> </figure> <div class="cta-title">On-site Analysis</div> </div> </div> </div> </section>  <div class="resources" >   <article class="cna-tile is-image image-overlay is-full graphic-tile" style=background-image:url(/quick-looks/2022/UAS.jpg);> <a href="/quick-looks/2022/Unmanned-Aerial.pdf" target="_blank"> <div class="text-overlay"> <span></span> <h2> <svg class="svg-icon test"> <use xlink:href="#quick-look"></use> </svg> Leading the Industry in Unmanned Aircraft Systems (UAS) </h2> <div class="description"><p>CNA is working with the FAA, NASA and the aviation industry to define a cybersecurity framework for securing communications to support uncrewed aircraft systems, including traffic management and advanced air mobility.</p></div> </div> </a> </article>  <article class="resource-image cna-tile graphic-tile is-half" style=background-image:url(/images/expertise/Airport-Taxiway.jpg);> </article>   <div class="resource-list is-gray is-half" > <div class="listings ">   <article class="cna-tile text-tile" > <a href="/about-us/research/case-studies/big-data-keeps-fighters-flying" target="_self"> <div class="text-overlay"> <h3> <svg class="svg-icon test"> <use xlink:href="#case-study"></use> </svg> <span> Performance to Plan: Big Data Keeps Fighters Flying </span> </h3> <div class="description"><p>Fewer than half of Navy F/A-18 Super Hornets were mission-capable in 2018. The Navy leaned on CNA predictive analytics to help meet a demanding target from the Secretary of Defense to get more jets in the air.</p> <p></p></div> </div> </a> </article>  <article class="cna-tile text-tile" > <a href="/our-media/indepth/2020/04/connecting-faa-data-to-emergency-management" target="_self"> <div class="text-overlay"> <h3> <svg class="svg-icon test"> <use xlink:href="#article"></use> </svg> <span> Connecting FAA Data to Emergency Management </span> </h3> <div class="description">One day, when the full story is assembled of how COVID-19 spread from a localized illness to a global pandemic, we know that the plot will revolve around flight patterns. </div> </div> </a> </article> </div>   </div>   <div class="resource-list is-gray is-half" > <div class="listings ">   <article class="cna-tile text-tile" > <a href="/our-media/indepth/2021/10/data-bias" target="_self"> <div class="text-overlay"> <h3> <svg class="svg-icon test"> <use xlink:href="#article"></use> </svg> <span> Seeing Through the Fog of Data Bias </span> </h3> <div class="description"><p>Senior Research Scientist Dr. Eileen Chollet writes in the magazine Proceedings, “If the future digital Navy fails to understand and actively manage data bias, it will find itself off course.”</p></div> </div> </a> </article>  <article class="cna-tile text-tile" > <a href="/reports/2021/10/Data%20Science%20Division.pdf" target="_blank"> <div class="text-overlay"> <h3> <svg class="svg-icon test"> <use xlink:href="#quick-look"></use> </svg> <span> CNA's Data Science and Performance to Plan </span> </h3> <div class="description"><ol></ol> <p>CNA is the Navy’s data science partner in its Performance to Plan process, known as P2P. CNA employs machine learning algorithms to predict performance and identify roots causes of problems in aircraft, ship and submarine maintenance, as well as personnel issues</p></div> </div> </a> </article>  <article class="cna-tile text-tile" > <a href="/quick-looks/2020/ISAAC-Final.pdf" target="_blank"> <div class="text-overlay"> <h3> <svg class="svg-icon test"> <use xlink:href="#quick-look"></use> </svg> <span> CNA鈥檚 Integrated Program Management methodology </span> </h3> <div class="description"><p>CNA empowers clients with large software development projects to solve problems before they occur, to ensure successful completion of projects on time and within budget.</p></div> </div> </a> </article> </div>    </div>  <article class="resource-image cna-tile graphic-tile is-half" style=background-image:url(/images/InDepth/Post103.jpg);> </article>      </div> <section class="content-rows"> </section> <section class="explore-more-bar"> <div class="container"> <div class="explore-interior"> <a class="explore-header" href="/our-research/explore-all?category=161&">Explore more</a> <div class="explore-icons has-2"> <a class="explore-content" href="/our-research/explore-all?category=161&schema=Article&"> <div class="circle-icon"> <svg class="svg-icon"> <use xlink:href="#article"></use> </svg> </div> <div class="content-type-label">Articles</div> </a> <a class="explore-content" href="/our-research/explore-all?category=161&schema=Quick-Look&"> <div class="circle-icon"> <svg class="svg-icon"> <use xlink:href="#quick-look"></use> </svg> </div> <div class="content-type-label">Quick Looks</div> </a> </div> </div> </div> </section> </main> <footer> <div id="footer-container" class="columns container"> <div id="logo-footer" class="column"> <a href="/"><img src="/images/layout/CNA_White.png" alt="CNA logo" width="173" height="61" /></a> </div> <div id="address" class="column">3003 Washington Boulevard Suite 200, Arlington Virginia 22201 | 703-824-2000</div> <div id="social-media" class="column"> <a href="https://www.linkedin.com/company/cna_162957" aria-label="LinkedIn" target="_blank">  <svg class="svg-icon"> <use xlink:href="#linkedin"></use> </svg> </a> <a href="https://x.com/CNA_org" aria-label="X (Twitter)" target="_blank">  <svg class="svg-icon"> <use xlink:href="#x-logo"></use> </svg> </a> <a href="https://www.youtube.com/user/VisionCNA" aria-label="YouTube" target="_blank">  <svg class="svg-icon"> <use xlink:href="#youtube"></use> </svg> </a> <a href="https://www.facebook.com/CNA.org" aria-label="Facebook" target="_blank">  <svg class="svg-icon"> <use xlink:href="#facebook"></use> </svg> </a> <a href="https://www.instagram.com/cna_org/" aria-label="Instagram" target="_blank"> <svg class="svg-icon"> <use xlink:href="#instagram"></use> </svg> </a> <a href="https://www.threads.net/@cna_org?xmt=AQGzPllDFgkvc6yvOa5lpyqX5lgWdo18A2X1_IVa5RpjIo8" aria-label="Threads" target="_blank"> <svg class="svg-icon"> <use xlink:href="#threads"></use> </svg> </a> <a href="https://bsky.app/profile/cna.org" aria-label="Bluesky" target="_blank"> <svg class="svg-icon"> <use xlink:href="#bluesky"></use> </svg> </a> </div> </div> <div id="copyright" class="content has-text-centered">Copyright &COPY; 2025 CNA All rights reserved</div> <div id="disclaimer" class="content has-text-centered" style="background-color: #000;color: #fff;font-size: .65rem;padding: 0 3rem;font-style: italic;"> <div class="container"> All media posted on our social media channels and/or our website are intended for a general overview and discussion of the subjects dealt with. 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