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 […]
Category Archives: AI & Analytics
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. […]
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 […]
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 […]
19
May
May
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, […]
