Machine Learning isn’t just for the big players anymore. As tools become more accessible and open-source solutions flourish, small and midsize businesses (SMBs) are in a unique position to leverage AI without needing a massive data science team. But deploying a model isn’t the same as maintaining one. That’s where MLOps comes in—and it’s more […]
AI & Analytics, Virtualization & IT Efficiency
No Humans Required: The Rise of the 100% AI-Run Company
18
Jun
Jun
Why a Business With Zero Human Employees Is Closer Than You Think It sounds like a headline ripped from a dystopian sci-fi flick—or a pitch deck from a Silicon Valley VC who’s had too much coffee:A company, generating real revenue, operating at scale, with not a single human on payroll. But here’s the kicker: This […]
18
Jun
Jun
Why Black Box AI Is Out—and Clarity, Confidence, and Accountability Are In Remember when “AI” meant a magical black box that just worked—or didn’t—and you had to shrug and move on? Those days are done. If you’re putting AI in front of customers, users, or regulators, you need more than clever math and marketing swagger. […]
18
Jun
Jun
Why the Future of Business Tech Is Modular, API-Driven, and Infinitely Agile Remember when building IT meant pouring a concrete foundation, wiring everything up, and praying you’d guessed the right specs for the next five years? Yeah—nobody misses that. The future isn’t about locking yourself into massive, monolithic stacks. It’s about assembling the perfect solution […]
15
Jun
Jun
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 […]
14
Jun
Jun
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 […]
AI & Analytics
Predicting the Impossible? Why “The Holy Grail” of Stock Prediction Isn’t Funny Anymore
12
Jun
Jun
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 […]
12
Jun
Jun
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 […]
22
May
May
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 […]
19
May
May
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 […]
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