Hybrid by design: Engineering the new model for federal AI delivery
Hybrid by design: Engineering the new model for federal AI delivery
Publish Date: 2026-05-26 10:03:00
Source Domain: federalnewsnetwork.com
This is the 14th article in our IT lifecycle management series, Delivering the tech that delivers for government.
Federal agencies have spent years balancing cloud and on‑premise environments. Now, artificial intelligence is forcing them — and the systems integrators that support them — to design for both, deliberately and at scale.
As AI moves from pilot projects into daily operations, this new model is taking hold across government and its delivery partners. It is defined not by where systems run, but by how fast and securely they deliver outcomes, said Graham Gilmer, a senior vice president at Booz Allen whose work focuses on autonomy and AI in the defense sector.
Hybrid architecture is no longer a transitional phase. It is the foundation for delivering AI at mission speed, Gilmer said. “Depending on the use case, you may want to go with one or both or a hybrid combination for redundancy.”
It’s a fundamental change in mindset. As Mike Watkinson, chief revenue officer at Future Tech Enterprise, put it, “The mission defines the architecture, and the architecture enables and secures the mission.”
That principle is not new. What is new is how directly it is shaping technical decisions — down to the level of compute form factor, data placement and engineering workflow.
During a panel discussion for our series, Delivering the tech that delivers for government, we asked Gilmer and Watkinson to share how this is setting new infrastructure realities for the government and its technology partners.
From centralized systems to distributed delivery
For more than a decade, cloud computing provided a path to scale. But it did not eliminate the need for control, latency management or operational resilience.
Today’s environments require systems that can operate across classification levels, across geographies and often without…
