The Seferlis Blog

Blog Posts

The Most Valuable Employee in the AI Era Won’t Be the Best Prompt Engineer
By Chris Seferlis • October 2026 Knowing the business comes first Using AI effectively requires...
Companies Don’t Have an AI Problem. They Have a Decision Problem.
SEPTEMBER 2026  •  ENTERPRISE DATA & AI BRIEF Most companies have spent the...
AI Didn’t Take the Job. It Changed What Makes YOU Valuable.
AUGUST 2026  •  ENTERPRISE DATA & AI BRIEF A year ago, nearly every...
AI Isn’t Replacing Employees. It’s Rewriting the Work Around Them.
About a year ago, it was difficult to attend an AI conference, open LinkedIn, or read anything about...
Real-Time AI Decision Making: Why Your Fast, Accurate AI Still Acts Too Late
Your dashboards refresh in real time. Your models are accurate. And your organization still acts too...
Federated Data Architecture: When Semantic Layers Help (and When They Don’t)
That question has largely been answered. It does, and not because it’s ideal, but because it...
Data Engineering for AI Systems: A Practical Framework for Reliable AI in Production
Data engineering for AI systems is fundamentally different from traditional data engineering. While...
AI Agents Won’t Fix Your Bad Process (But They’ll Expose It Fast)
As AI agents move from novelty to necessity in today’s enterprises, a critical question is emerging:...
The Evolving Case for AI: A Step-by-Step Implementation Guide for Business and Technical Decision Makers
As I finished up my previous article on calculating the ROI and TCO of AI, I gave you the analysis...