Tag Archives: automation

Next Gen Tech Needs Next Gen Acquisition

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The speed at which technology evolves presents many challenges for the federal government, the first being the actual acquisition of solutions. Government procurement processes and policies have had to adjust and evolve to enable agencies to buy and implement the emerging technologies that support their mission.

Utilizing Existing Platforms

The Federal Risk and Authorization Management Program (FedRAMP) may be the largest and most visible example of this evolution, allowing agencies to securely acquire cloud solutions. The program is being used as a platform to ensure that other transformative technologies, like the cloud, can securely make their way into government systems. The Emerging Technology Prioritization Framework provides guidance on how cloud service providers can request their emerging tech-powered products be prioritized and then implemented. The initial focus will be on artificial intelligence (AI) solutions, focusing on chat interfaces, code generators and debugging tools, image generators, and associated application program interfaces. Continue reading →

Five Steps Toward Digital Transformation at the Department of Veterans Affairs

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The Department of Veterans Affairs (VA) is keenly focused on improving the healthcare and general services that support our military veterans. Incumbent on these improvements is the integration of leading edge technologies that digitize and automate processes for efficiency along with important security enhancements.

 

 

ONE: Implementation of Electronic Health Records

The Department's efforts to modernize the way they store and access records for the nine million veterans they care for into a comprehensive electronic system has been well documented. These efforts involve upgrading all 1200+ VA facilities' existing systems to ensure better continuity of care, and are currently focused on moving EHR data to a cloud system that will be interoperable with the Military Health System. The ultimate goal is to ensure service members can seamlessly and digitally transition from DOD to VA health care, instead of needing to carry around stacks of paper forms as is current practice.

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Using AI to Modernize Old Techniques

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Artificial Intelligence is being implemented across government to modernize and automate traditional manual processes. For many organizations, this means taking paper-based, tedious, error-prone tasks and turning them over to a machine for automated completion. Beyond using AI to hand off tasks best completed by machines -- those that are rote and repetitive -- agencies are also looking at ways to introduce the technology into already complex human-driven activities to make them even more effective and efficient.

Researchers at Dartmouth College's Department of Computer Science have taken a technique that proved valuable in WWII and applied AI to extend the usefulness of the method. A canary trap is a technique that plants different instances of false information in documents. If one of those documents is leaked, the canary will "sing," identifying the leaker. For example, in WWII British intelligence agents planted false documents on a corpse to trick Nazi Germany into preparing for an assault on Greece while the Allies invaded Sicily. The team at Dartmouth created a modern version, WE-FORGE, that plants different instances of false information in documents. The process is relatively simple when creating a small number of variations in a handful of documents, but to extend it to large scientific or technical documents, AI is essential. WE-FORGE uses natural language processing to generate multiple fake files that are believable yet incorrect.

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The Developing Evolution of Human Resources in Government

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Human Resources (HR) in government has always been complex. From very specific hiring criteria to security clearances to battling the stereotypes of government work, it's never been a task for the faint of heart. Then came a global pandemic. HR departments had to quickly pivot to serve a remote workforce and find ways to continue filling positions critical to the government response to COVID-19.

To meet the needs of a remote workforce, HR needed a clear understanding of every job function within the organization to help guide employees on how to adapt their processes to complete that work remotely. It also meant ensuring that employees had the technology they needed to complete their work at home. As new laptops and software were issued, HR and IT had to work together to distribute and track the flow of new technology. As if serving existing employees was not enough, agencies also had to continue recruiting and hiring.

It has not all been easy or smooth, but a Monster.com survey found that 100% of agencies reported they implemented new remote hiring processes. This included virtual onboarding, virtual interviews, electronic signatures, and virtual oath of office.

Beyond the immediate needs of transforming office workers into remote workers, government HR professionals have several other overarching challenges to contend with. Continue reading →

AI Goes Local

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State and local agencies are home to some of the most innovative ideas in government. Their use of artificial intelligence (AI) is no exception. Localities are embracing AI as a way to make sense of all the data they hold to better understand how citizens are using their services and where gaps may exist. A survey from the National Association of State Chief Information Officers (NASCIO) released in the fall of 2019 found that 32% of those surveyed "strongly agreed" that AI and related technologies can help them meet citizen demands and improve operations. Specifically, the survey found that nearly 50% of respondents planned to use AI as a way to shift workers away from rote tasks and toward high-value activities.

Taking a look around the country, we see some interesting applications of AI at the state and local level.

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