Government agencies considering AI adoption face a counterintuitive risk: the technology they adopt to modernize operations could make things worse if implemented poorly. Justin Fulcher addresses this risk directly in his IT Security Guru piece, arguing that AI tools which require extensive retraining, generate compliance concerns, or introduce new failure points will not succeed in public-sector environments, regardless of their technical merit.
The observation is grounded in what Fulcher has seen work and fail across his career. He co-founded RingMD, a telemedicine platform with operations across Asia, and later served as a Senior Advisor to the Secretary of Defense. At the Defense Department, he worked on acquisition reform, helping to cut software procurement timelines from years to months. That experience gave him a clear view of why so many government technology programs stall before they deliver results.
The Root Cause: Analog Compliance in a Digital World
Fulcher identifies the core structural problem as compliance frameworks and procurement processes that were designed for an analog era and have never been updated. “Our core systems operate as if it were 1975,” he has written. The drag this creates is not simply a matter of slow computers or outdated interfaces. It is organizational and procedural, built into the fabric of how agencies make decisions and acquire tools.
AI that slots into this environment and removes a friction point can succeed. AI that requires agencies to rethink their workflows from the ground up, or that opens new vectors for compliance risk, faces the same resistance that has defeated previous modernization efforts.
The Differentiating Factor
Justin Fulcher points to implementation discipline as what separates AI programs that deliver lasting value from those that fade after an initial demonstration. Clear objectives, realistic timelines, and genuine responsiveness to user feedback are not soft considerations. They are the factors that determine whether a government AI program survives long enough to prove its worth. His framework, derived from experience rather than theory, offers a practical standard for agencies making procurement decisions. See related link for additional information.
Learn more about Justin Fulcher on https://www.linkedin.com/in/mrjustinfulcher