Every federal agency recognizes that being audited is an often painful, always time-consuming process. The Department of Defense, for instance, has failed four audits in a row – but it is making progress after decades to keep its financial house in order. A Government Accountability Office report in 2020 identified several challenges that make it harder for agencies to earn clean fiscal bills of health, including problems with their fina...

At Shopify, we have over 1.7 million merchants across over 175 countries, with hundreds of millions of consumers shopping at their stores. We’re focused on leveraging the scale of our data to not only empower Shopify, but to create new experiences for our merchants that are impossible without data. In our daily operations at Shopify, we are highly data informed. Some of the ways we’re leveraging advanced analytics is by building an...

Find out about Scotland’s AI Strategy: Trustworthy, Ethical and Inclusive. Scotland’s AI Strategy sets out a vision for Scotland to become a leader in the development and use of trustworthy, ethical and inclusive AI. It sets the principles that will guide us, including the OECD’s AI Principles, and UNICEF’s Policy Guidance on AI for Children and identifies the actions we’ll take develop and strengthen our AI ecosy...

Data quality is of the utmost importance when it comes to actionable insights and model performance. In this presentation, Vinay Malkani, Figure Eight Federal's Chief of Engineering will discuss why quality data is critical, opportunities and challenges associated with data, and how to integrate multiple data sources to produce consistent, accurate, and useful information. Jack Hild, National Geospatial-Intelligence Agency (NGA) Hall of Famer...

Please visit our website for the most up-to-date- information! AGA is the member organization for government financial management professionals. We lead and encourage change that benefits our field and all citizens. Our training events, professional certification, publications and ongoing education help members build their skills and advance their careers. Who we are Our members work in government financial management across sectors and worldw...

Of all the consequential potential applications for artificial intelligence, nothing may rival its use by military operations. The very idea of life-and-death decision-making by AI-enabled weapons systems has induced fear in the collective social imagination for decades – the first “Terminator” movie was released in 1985.Hollywood’s deployment of special effects is lightyears beyond the capabilities of today’s AI....

Far too often, agencies, organizations, and consulting firms are running data and AI projects without taking the right steps to ensure their success. Agile and iterative approaches have become adopted best practices for application development projects, but why don’t we have something similar when it comes to advanced analytics, big data, and AI projects? Without using best-practices approaches that standardize steps for data preparation...

Growing IT complexity means performing even routine operations can unduly tax agency IT resources – in fact, managing the potential billions of dependencies exceeds human capacity. Using artificial intelligence to automate IT operations (AIOps) makes the impossible possible, enabling IT teams to effectively manage complex environments without piling on new tasks or yet more training – and allowing them to focus on higher value work...

In response to the growing threat of wildfires, on June 30th, 2021 the current administration assembled Governors from Western states, Cabinet officials, and various partners to discuss ways to protect communities across the country from wildfires and their devastating impacts strengthening fire prevention, preparedness, mitigation, and response efforts, including a need to enhance the utilization of data and technology to protect communities...

In the iconic “Star Trek” – whether the TV series of the 1960s or the two-movie adaptations over the past 40 (!) years – Dr. McCoy uses a handheld scanner to examine, diagnose, and treat his patients. What “Star Trek” doesn’t show is the vast amount of machine learning (ML) and artificial intelligence (AI) that culminated in the creation of the scanner’s capabilities. Though this level of compute...