From OLAP to Vector Databases: How Data Storage Evolved for the AI Era

For decades, if you wanted answers from your mountain of business data, you went to an OLAP database. It was the workhorse behind every sales dashboard, boardroom chart, and “how the hell are we doing this quarter?” meeting. But if you’ve been paying attention, you know the world changed—and so did our data. Enter the […]

Overfitting in Machine Learning: When Your Model Becomes Too Smart for Its Own Good

Imagine teaching a student to ace a test by having them memorize the answers to one specific exam. They score perfectly—but only on that test. Give them a new one, and they crumble. That’s overfitting. In the world of machine learning, overfitting happens when a model learns the training data so well—noise, quirks, warts and […]

Predicting the Impossible? Why “The Holy Grail” of Stock Prediction Isn’t Funny Anymore

Two years ago, if a client had come to us and said: “We need the ability to effectively and consistently predict stocks that will gain in value at least 3% over a 24 hour period.” —we probably would have grinned, nodded politely, and then started a betting pool on how long it’d take for reality […]

The Last Days of Human Coding: Why AI Is the Future of Software Development

Let’s get the uncomfortable truth out of the way: If you’re a human coder, your days are numbered. No, the machines aren’t coming for your job—they’re already here. And they’re not asking politely for a seat at the table. They’re rewriting the entire menu. From Code Monkeys to Code Architects For decades, being a coder […]

What Is a Headless Website? Designed for Speed and Flexibility

In a world where every millisecond matters and digital experiences must span devices, platforms, and interfaces, the traditional website model just doesn’t cut it anymore. Enter the headless website—a faster, more flexible approach to web development that’s changing the way modern websites are built. What Does “Headless” Mean? A headless website decouples the frontend (what […]

Introducing Mergent—Our New Virtualization Software for Small Teams

Small businesses deserve big tech power—without the enterprise price tag. That’s why we’re excited to announce Mergent, our new virtualization software built specifically for growing teams who need secure, centralized access to their tools, apps, and data. Why Mergent? Mergent lets you run multiple desktops, apps, or servers on a single physical system. Whether you’re […]

AI Tools on the Rise – Here’s What We’re Watching

AI isn’t just the future—it’s the now. And at Subdomain Systems, we’re committed to helping businesses navigate that future with confidence. In the coming weeks, we’ll be reviewing a new wave of AI-enhanced tools designed to make analytics faster, smarter, and more accessible. These aren’t just buzzword tools—they’re open-source platforms being upgraded with serious intelligence, […]

We’ve Launched! Welcome to the New Subdomain Systems Website

Welcome to the Future of Digital Solutions We’re excited to announce the launch of our newly redesigned website at Subdomain Systems LLC! Our mission is to deliver smart, scalable, and secure technology solutions that empower organizations to innovate, adapt, and thrive in a rapidly evolving digital landscape. What’s New: A clean, responsive design built for […]