Capability deep-dive
Software & ML development
How we deliver, the governed four-layer AI architecture, our stack, and compliance posture for federal software and applied AI programs.
Explore the capability →What this is
A government software division, built to standard.
Viceroy NM's Software & Applied AI division builds secure, government-grade enterprise software and applied AI systems for federal agencies, defense organizations, and national laboratories. It operates as Trunnion AI, the company's enterprise software subsidiary, and delivers custom software, workflow automation, and governed multi-agent AI that is FedRAMP-aligned, NIST 800-53 compliant, CMMC Level 2 ready, and deployable from commercial cloud to fully air-gapped environments.
What we build
Two capabilities, one governed foundation.
Enterprise software
Custom, secure software and workflow automation delivered on government timelines with clean documentation and full audit readiness. Modernization without rip-and-replace risk, built on a production-grade stack and deployed into your existing environment.
Applied AI & agents
Governed multi-agent systems that execute real workflows, not demos. Every action flows through a deterministic policy engine, every decision touches an audit log, and every autonomous step has a human checkpoint. Reliability and oversight before raw capability.
Explore
Where to go next.
The platform
Trunnion AI
The LLM-agnostic multi-agent orchestration platform behind the portfolio: policy engine, audit trails, and human-in-the-loop controls.
Visit trunnion.ai →The portfolio
Products & build paths
Ten governed Trunnion AI products tuned per vertical, from procurement automation to defense agent frameworks, on one foundation.
View the portfolio →Prefer to read first? See our Government AI insights on evaluation, oversight, and right-sized models.
Common questions
Frequently asked.
What does Viceroy NM build in software and AI?
Viceroy NM builds custom enterprise software, workflow automation, and governed multi-agent AI systems for government and defense. Work spans procurement automation, compliance and audit tooling, research and contracting workflows, and classified-environment deployments, all delivered through the proprietary Trunnion AI orchestration framework.
Who does the Software & Applied AI division serve?
Federal agencies, defense primes, and DOE and NNSA national laboratories including Sandia National Laboratories and Los Alamos National Laboratory. Systems support supply-chain vendor qualification, manufacturing oversight, procurement automation, and secure, auditable AI in high-consequence missions.
How is Viceroy NM AI different from a commercial chatbot?
Commercial chatbots answer prompts. Viceroy NM builds governed agents that execute workflows through a deterministic policy engine, with every autonomous step gated by a human checkpoint and recorded in a tamper-evident audit log. Reliability, oversight, and auditability come before raw model capability.
Is the software secure enough for federal and classified work?
Yes. Systems are designed to NIST 800-53 and CMMC Level 2 controls on FedRAMP-ready cloud, and the architecture is air-gap deployable for TS/SCI-compatible environments. The Defense Agent Framework is purpose-built for classified program use.