{"id":34250,"date":"2022-12-14T15:08:08","date_gmt":"2022-12-14T15:08:08","guid":{"rendered":"https:\/\/one.sightlinemg.com\/c4isrnet\/uncategorized\/2022\/12\/14\/pentagons-ai-ambitions-require-high-quality-data-cdaos-martell-says\/"},"modified":"2026-08-08T18:43:33","modified_gmt":"2026-08-08T18:43:33","slug":"pentagons-ai-ambitions-require-high-quality-data-cdaos-martell-says","status":"publish","type":"post","link":"https:\/\/one.sightlinemg.com\/c4isrnet\/artificial-intelligence\/2022\/12\/14\/pentagons-ai-ambitions-require-high-quality-data-cdaos-martell-says\/","title":{"rendered":"Pentagon\u2019s AI ambitions require high-quality data, CDAO\u2019s Martell says"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">SAN ANTONIO \u2014 To foster artificial intelligence the U.S. Department of Defense can deploy and rely on, a foundation of \u201creally high-quality data\u201d must first be laid, according to the Pentagon\u2019s AI czar, Craig Martell.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Such a task, he said Dec. 13 at <a href=\"https:\/\/www.c4isrnet.com\/battlefield-tech\/it-networks\/2022\/12\/13\/dia-awards-contract-to-modernize-secretive-it-network-to-unnamed-firm\/\" target=\"_blank\">the DODIIS Worldwide Conference<\/a> in Texas, has become his main charge some eight months into leading the Chief Digital and Artificial Intelligence Office.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cWhat is our job at the CDAO? We originally thought our job at the CDAO was to produce tools for those in the government to do modeling. We no longer think that\u2019s the case,\u201d he said. \u201cWe say that we want to build the scaffolding that goes around the model. We want to help folks build and use that model.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Established in December 2021, the CDAO <a href=\"https:\/\/www.c4isrnet.com\/artificial-intelligence\/2022\/06\/02\/pentagons-ai-data-office-fully-operational-as-leadership-posts-filled\/\" target=\"_blank\">hit its first full strides in June<\/a>. It subsumed what were the Joint Artificial Intelligence Center, the Defense Digital Service, the Advana auditing platform and the chief data officer\u2019s role.<\/p>\n\n\n\t<aside class=\"smg-interstitial-link wp-block-smg-interstitial-link\">\n\t\t<a href=\"https:\/\/one.sightlinemg.com\/c4isrnet\/artificial-intelligence\/2022\/12\/09\/us-army-intel-office-plots-ai-development-with-project-linchpin\/\" class=\"smg-interstitial-link__inner\">\n\t\t\t\t\t\t\t<div class=\"smg-interstitial-link__media\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"204\" src=\"https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/AP20007048093657.jpg.jpg?w=300\" class=\"smg-interstitial-link__image wp-post-image\" alt=\"\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"smg-interstitial-link__content\">\n\t\t\t\t<span class=\"smg-interstitial-link__kicker\">Related<\/span>\n\t\t\t\t<h3 class=\"smg-interstitial-link__title\">US Army intel office plots AI development with Project Linchpin<\/h3>\n\t\t\t\t\t\t\t\t\t<p class=\"smg-interstitial-link__excerpt\">More than 685 artificial intelligence projects are underway at the Defense Department, with at least 230 traced back to the Army.<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/a>\n\t<\/aside>\n\t\n\n\n<p class=\"wp-block-paragraph\">In sum, the office is considered an overseer and expeditor of data analytics and AI at the Pentagon, where they are increasingly the focus of spending, experimentation and implementation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cI am firmly convinced that what most people ask for when they say they want AI is actually a really good dashboard that just tells them where their stuff is,\u201d <a href=\"https:\/\/www.defensenews.com\/artificial-intelligence\/2022\/04\/25\/pentagon-hails-lyft-exec-martell-for-ai-post\/\" target=\"_blank\">Martell said<\/a>. \u201cAnd so we believe our job is to get the data right, and then provide a very strong data analytics layer.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">More than 685 AI projects, including several tied to major weapons systems, were underway at the Defense Department as of early 2021, according to a Government Accountability Office report published in February.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mass amounts of trustworthy data and training is what fuels AI capabilities; the digital lifeblood allows AI to aid navigation and target recognition \u2014 as is expected aboard the <a href=\"https:\/\/www.c4isrnet.com\/artificial-intelligence\/2022\/10\/13\/army-seeking-ai-for-targeting-navigation-aboard-bradley-replacement\/\" target=\"_blank\">Army\u2019s Optionally Manned Fighting Vehicle<\/a> \u2014 as well as with maintenance predictions and supply logistics. Not all data, however, is created equal, complicating the job of Martell and his colleagues.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cFirst of all, we have massive amounts of data. We have massive amounts of data distributed all over the world,\u201d he said at the conference. \u201cSome portion of that data is going to be really effective for decision making at scale. And other parts of that data is going to be totally ineffective for decision making. So, a large part of our job is figuring out the ways to manage that data, so that the data that\u2019s effective for decision making is front and center for decision makers when they need it.\u201d<\/p>\n\n\n\t<aside class=\"smg-interstitial-link wp-block-smg-interstitial-link\">\n\t\t<a href=\"https:\/\/one.sightlinemg.com\/c4isrnet\/thought-leadership\/2022\/11\/07\/data-preparation-is-key-to-expanding-military-benefits-of-ai\/\" class=\"smg-interstitial-link__inner\">\n\t\t\t\t\t\t\t<div class=\"smg-interstitial-link__media\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/one.sightlinemg.com\/wp-content\/uploads\/2026\/08\/IMG_0169.jpg.jpg?w=300\" class=\"smg-interstitial-link__image wp-post-image\" alt=\"\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"smg-interstitial-link__content\">\n\t\t\t\t<span class=\"smg-interstitial-link__kicker\">Related<\/span>\n\t\t\t\t<h3 class=\"smg-interstitial-link__title\">Data preparation is key to expanding military benefits of AI<\/h3>\n\t\t\t\t\t\t\t\t\t<p class=\"smg-interstitial-link__excerpt\">Using data correctly can provide new AI capabilities to commanders without taking away any of their legacy decision-making tools.<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/a>\n\t<\/aside>\n\t\n\n\n<p class=\"wp-block-paragraph\">Martell was named chief digital and AI officer in April, <a href=\"https:\/\/www.c4isrnet.com\/industry\/2022\/12\/08\/pentagon-wants-competition-within-9b-joint-warfighting-cloud-contract\/\" target=\"_blank\">succeeding John Sherman<\/a>, who took on the role in an acting capacity and remains the Pentagon\u2019s chief information officer. Martell previously worked at Dropbox, where he was head of machine learning, and LinkedIn, where he led a number of AI teams and initiatives.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At a previous event, Martell said he took the government gig because of the gravity of the situation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cThere are not a lot of folks who have the intersection of AI and a government background,\u201d <a href=\"https:\/\/www.c4isrnet.com\/artificial-intelligence\/2022\/06\/07\/why-martell-left-lyft-for-pentagons-top-ai-job\/\" target=\"_blank\">Martell said in June<\/a>. \u201cSo when the deputy secretary of defense calls you up and says, \u2018We would like you to take this job,\u2019 you have to think really hard about why you wouldn\u2019t take the job, and not the other way around. And I think getting this mission right is extremely important.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><i>Courtney Albon contributed to this report.<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Established in December 2021, the Chief Digital and Artificial Intelligence Office hit its first full strides in 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