"In high-consequence missions, a 'vibe check' is a liability." As AI moves from the lab to the front lines, the biggest challenge isn't the technology—it's the testing. At Viceroy NM, we advocate for Evaluation as a Discipline. Our Trunnion AI and Cortex platforms provide the governed, auditable framework needed to turn unpredictable AI into a reliable mission asset. We help you move beyond the demo and build a culture of continuous evaluation, ensuring your autonomous systems remain secure, compliant, and—above all—accurate. Stop crossing your fingers and start measuring your mission success.

"Stop buying dashboards and start buying connectivity." In the rush to modernize, many organizations mistake a new UI for progress. But in high-stakes environments, a pretty interface is just a "haunted house" of legacy code with a fresh coat of paint. At Viceroy NM, we believe Integration is the Product. Our Cortex Framework and Trunnion AI are designed to solve the "Legacy Paradox"—connecting your most critical aging systems to modern, secure, agentic AI. We focus on the APIs and the data flow, ensuring your systems talk to each other so your people don't have to spend their day as "human bridges" between software. It’s time to move beyond the UI and build a foundation for autonomous operations.

"Is your 'cheap' procurement actually costing you millions?" Most organizations focus on the initial purchase price, but in high-consequence missions, the real costs live in the shadows: warranties that don't cover downtime, spare parts that aren't there when you need them, and the looming wall of technical obsolescence.  

Viceroy NM solves the "Legacy Paradox" by providing a dual-track approach: mission-ready procurement execution paired with our Cortex and Trunnion AI platforms. We don't just help you buy; we help you evolve your legacy systems into a secure, autonomous future without the risk of a "rip-and-replace" disaster. Learn how to think beyond the price tag and secure your operational future.

Knowledge vs. Noise: Why Your Business Needs More Than a Chatbot

Raw AI chat is a great party trick, but for real-world business, it’s a liability without a "grounded" foundation. The future of productivity lies in the intersection of Retrieval and Reasoning. Think of it this way: Retrieval is the vast library of your company’s specific data, and Reasoning is the expert brain that processes it. When you combine the two, you eliminate hallucinations and unlock an AI that actually understands your business context.

At Viceroy NM, we specialize in building these "intelligent libraries," ensuring your AI tools aren't just guessing—they’re calculating, analyzing, and delivering results based on your real-world data.

Stop Losing Time to Your Procurement Process

Is your Requisition-to-Pay (R2P) cycle a streamlined engine or a series of roadblocks? From manual data entry errors to the "Approval Loop of Doom," bottlenecks in R2P do more than just delay orders—they drain your bottom line and strain vendor relationships.

At Viceroy NM, we specialize in identifying these invisible leaks and implementing strategic, automated solutions that restore speed and transparency to your finance operations. It’s time to stop chasing approvals and start driving value.

In highly regulated industries, software is often treated as a hurdle to be cleared. But for the market leaders of 2026, it has become the ultimate operating advantage. By moving from manual oversight to Compliance as Code, firms are transforming their regulatory burden into a catalyst for speed and precision. At Viceroy NM, we specialize in building these 'digital fortresses'—software solutions that don't just meet the standard, but set a new pace for the industry.

Most businesses view Service Level Agreements (SLAs) as boring legal jargon—a "break glass in case of emergency" document. But the real purpose of an SLA isn't just to penalize failure; it’s to guarantee success.

In our latest blog, we dive into how to turn service terms into measurable outcomes that actually drive your business forward. Learn why "uptime" is just the tip of the iceberg and how Viceroy NM is redefining the standard for transparency and performance in managed services.

When you purchase a new software tool, you aren't just buying features; you are inheriting the vendor's security posture. If they are lax with data privacy, you are the one who pays the price.

From ensuring data stays on US soil to guaranteeing you can get your data back if you leave, buyers need to start asking tougher questions. At Viceroy NM, we treat data privacy as a mission requirement. We help organizations vet vendors and build systems that keep your data exactly where it belongs: under your control.

In 2026, counterfeit and gray market goods are more sophisticated than ever. From "remarked" electronics to substandard safety gear, these hidden threats don't just affect your bottom line—they jeopardize your team’s safety and your mission’s success.

Buying from unauthorized "gray market" sources might save a few dollars today, but the lack of warranty, support, and verified chain of custody creates a massive liability tomorrow. At Viceroy NM, we specialize in mission-ready procurement. We eliminate the guesswork by enforcing rigorous sourcing standards and authorized-only vendor lists, ensuring that every component we deliver is 100% authentic and compliant.

Don't leave your integrity to chance. Partner with a team that puts quality and compliance first.

When legacy systems slow down the mission, leaders face a tough choice: automate the current workflow or rebuild the entire platform?

Automation offers speed, but it can’t fix a broken foundation. A rebuild offers longevity, but risks becoming a budget black hole. At Viceroy NM, we help agencies and enterprises pick the right lever. We turn complex operations into clean systems, ensuring you get the modernization you need without the downtime you can't afford.

The biggest mistake businesses make today? Treating AI as just another app to check. The real future of productivity isn't found in a new tab or a standalone chatbot—it’s in AI as a Coordinator. Imagine a workspace where your CRM, email, and project tools finally talk to each other without you playing the middleman. We are moving from 'using AI' to 'AI-driven orchestration.' At Viceroy NM, we specialize in building these intelligent bridges, turning your scattered tools into a single, high-performance engine. Ready to stop context-switching and start scaling? Let’s talk about orchestrating your workflow.

The era of 'lowest-cost-at-all-costs' sourcing is over. In today’s volatile geopolitical climate, smart leaders are pivoting to Risk-Adjusted Sourcing. It’s no longer just about the price on the invoice; it’s about the cost of the disruption you didn't see coming. Whether it's 'friend-shoring' or building strategic redundancies, your sourcing strategy must be as dynamic as the world map. At Viceroy NM, we specialize in helping businesses audit their vulnerabilities and bridge the gap between global efficiency and local stability. Is your business prepared for the next shift?

In complex procurement, the lowest price often carries the highest risk. The industry is shifting toward 'Best Value' strategies that prioritize long-term performance, innovation, and mission success over the bottom line. Discover why savvy organizations are making the switch—and how Viceroy NM’s mission-ready approach delivers returns that go far beyond the initial bid.

When deliveries are late, most companies tell their teams to "work faster." But speed isn't the issue systemic friction is. To fix late deliveries, you have to diagnose the "Big Three":

1. Process: Is your workflow a straight line or a maze?

2. Capacity: Are you asking a four-cylinder engine to pull a semi-truck?

3. Incentives: Is your Sales team's bonus actually hurting your Production team’s schedule?

At Viceroy NM, we don't just find the bottleneck; we remove it. We help New Mexico businesses align their processes and people to ensure "On-Time" isn't a goal it’s a guarantee.

The AI landscape is shifting from "Generative" to "Agentic." While chatbots are great for answering questions, AI Agents are designed to execute complex workflows, use software tools, and solve problems autonomously. This isn't just a tech upgrade; it’s a fundamental change in how businesses operate.

At Viceroy NM, we specialize in helping companies bridge this gap transforming simple AI interfaces into powerful, goal-oriented agents that drive real operational value.

For years, the AI race was about size—trillions of parameters and massive data centers. But the pendulum is swinging. The industry is moving toward Small Language Models (SLMs) that are faster, cheaper, and safer.

Why use a supercomputer to summarize a PDF? At Viceroy NM, we specialize in "Right-Sized AI"—deploying secure, domain-specific models that run within your firewall and on your budget. It’s time to stop paying for "generalist" AI and start building tools that actually know your mission.

In the modern enterprise, the line between automation and autonomy is becoming blurred—and that’s where the risk lives. While automation follows a script, autonomy pursues an outcome. Understanding how to responsibly navigate the degrees of delegation between the two is the difference between a scalable business and an uncontrollable one.

In our latest post, we break down how to talk about these degrees of delegation and how Viceroy NM helps leaders implement the governance needed to trust their systems without losing the "human-on-the-loop" perspective.

While most procurement teams are hyper-focused on squeezing margins and negotiating unit prices, they’re missing the most powerful lever in the toolkit: Demand Management. The reality? A 'great price' doesn't matter if you shouldn't have bought the item in the first place. Read our latest post on why reducing unnecessary buys is the ultimate budget protector and how Viceroy NM helps you move upstream to catch costs before they happen.

Stop Choosing Between Stability and Innovation. Many organizations believe that "legacy modernization" requires a total, high-risk rewrite from scratch. But in mission-critical environments, a "rip and replace" strategy is often a recipe for budget overruns and operational gaps. From refactoring to the "Strangler Pattern," there are smarter, safer ways to evolve. Discover how Viceroy NM helps federal and private-sector teams modernize their systems without losing the logic that makes them work.