As AI adoption accelerates, agencies must move beyond traditional cybersecurity and establish enterprise AI security capabilities. This post outlines what a modern AI security approach looks like, how it reduces risk and supports mission outcomes, and how Makpar helps agencies secure AI systems at scale.
Federal agencies are moving quickly to integrate AI into mission-critical operations. Securing those systems requires more than extending existing cybersecurity controls. It requires a modern, enterprise approach to AI security.
What does a modern AI security approach look like?
Effective AI security starts with treating AI systems as enterprise infrastructure, not isolated tools. This means establishing unified governance, consistent identity controls, and visibility across the full AI lifecycle, from data ingestion to model deployment and monitoring.
Makpar’s approach focuses on building an enterprise-wide AI Security and Resilience capability that integrates with existing IT, cybersecurity, and governance functions. This includes securing data pipelines and model environments, embedding controls into development workflows, conducting adversarial testing, and strengthening identity-driven access across systems.
The result is AI systems that are secure, auditable, and aligned with federal requirements.
How does this reduce risk and why act now?
Strengthening AI security at the foundation allows agencies to shift from reactive response to proactive risk management. It enables earlier detection of anomalies, prevents unauthorized access, and protects the integrity of data and models before issues escalate. It also accelerates compliance while reducing long-term remediation costs.
For the IRS, the impact is direct. Secure AI systems protect refund integrity, strengthen fraud detection, and ensure reliable service delivery for millions of taxpayers.
The urgency is clear. AI adoption is outpacing security across government, increasing exposure and technical debt with each delay. A targeted investment now helps avoid far greater financial, operational, and reputational risks while ensuring modernization efforts move forward without compromising trust.
A trusted partner in securing the future
For more than 15 years, Makpar has supported the IRS in delivering secure, resilient modernization initiatives at scale.
Our deep understanding of IRS systems, data flows, and operational demands allows us to anticipate emerging risks and respond with practical, mission-aligned solutions.
As AI becomes central to federal operations, Makpar designs and delivers secure AI solutions that protect sensitive data, meet evolving compliance requirements, and support long-term mission success.
If your agency is expanding AI capabilities or evaluating how to secure them, contact Makpar to learn how we can help you build a resilient, mission-ready AI foundation.
