A personal perspective from years in digital transformation projects In today’s digital economy, decisions made without data are no longer strategic — they’re risky. Having led and advised several digital transformation projects across industries, I’ve seen one pattern emerge consistently: organizations that embed analytics and business intelligence (BI) into their core decision-making process move faster, […]
When I reflect on the digital transformation projects I’ve led or advised on, there’s one recurring blind spot I continue to encounter — cybersecurity as an afterthought. It’s not always intentional. Often, teams are focused on launching a new platform, automating operations, or integrating data across silos. Cybersecurity feels like something to “add later” —
Why Cybersecurity Must Be Built Into Digital Transformation ProjectsRead More »
There’s a question I hear often — from business leaders, engineers, and even my own team members: “Will automation take away our jobs?” It’s a fair question. And it deserves an honest, human answer. After working on multiple digital transformation initiatives across industries, I’ve seen both sides of automation. I’ve watched it streamline processes, eliminate
Will Automation Replace or Empower Your Workforce?Read More »
In every digital transformation project, data is the backbone — but how we move, transform, and manage that data shapes the long-term success of the architecture. One of the most critical and often overlooked decisions early in any project is:Should we use ETL or ELT? Let’s break down the difference, and why I increasingly lean
ETL vs ELT: What I Choose in Digital Transformation Projects — and WhyRead More »
In today’s world of real-time expectations, growing data, and dynamic digital systems, traditional architectures often struggle to keep up. That’s why Event-Driven Architecture (EDA) is gaining momentum as a core enabler of modern digital transformation. In this post, I’ll explore what EDA is, why it matters in transformation projects, and how it can help organizations
Why Event-Driven Architecture is a Game-Changer in Transformation ProjectsRead More »