Cloud-Native AI, On-Premises Control: A New Path to Government AI Innovation

Government agencies are under growing pressure to embrace AI. But for organizations managing sensitive data, there’s a catch: how do you take advantage of advanced AI capabilities without sending mission-critical information to the public cloud?

That challenge is stopping many promising AI initiatives before they can scale. Concerns about unpredictable cloud costs, data sovereignty requirements, and security risks often leave agencies wondering if they have to choose between innovation and control. As it turns out, they don’t.

The Hidden Roadblocks to AI Adoption

Many agencies have the data, talent, and use cases needed to make AI successful. The problem is often where that AI runs.

AI workloads can drive significant cloud costs because training models requires intensive compute resources and GPUs. At the same time, agencies manage massive volumes of sensitive information, including tax records, health data, case files, and intelligence-related information that may be difficult or impossible to move off-premises.

A Different Approach: Move AI Closer to the Data

Rather than moving sensitive data to the cloud, agencies can deploy cloud-native AI capabilities within their own data centers. A private AI approach gives organizations a cloud-like experience while keeping data under their control and inside secure environments.

Think of it as combining the agility of the cloud with the security and governance of an on-premises deployment.

More Than Infrastructure

Another critical truth about AI success? It’s only as good as the data behind it.

Strong data governance, data lineage, and data quality help agencies reduce risk and improve trust in AI outcomes. That’s why data management is a core part of the private AI model, helping organizations ensure they’re building AI on a reliable foundation.

Learn More

As AI adoption accelerates, many government leaders are asking the same question: How do we bring AI home?

Take a look at this new video, Private AI: Get Cloud Native AI in the Security of the Data Center, explores how agencies can access powerful, cloud-native AI capabilities while keeping sensitive data secure within their own environments.