Articles.
In 2016, DEV3LOPCOM, LLC began sharing informative articles and technical tutorials about software, methodologies, research and programming languages.
Recent Articles
Build A Data Warehouse In Your Data Lake To Save Money
Imagine standing at the intersection of your organization's expanding data landscape, overwhelmed with fragmented databases or disjointed analytics tools, racking up unnecessary expenses daily. What if leveraging your existing data lake infrastructure, by...
Working with A Small Data Consultancy, The Advantages
In today's fast-paced, data-driven world, businesses need agile, impactful insights more than ever. Many companies grapple with the decision of engaging a large consulting firm or choosing to partner with a small, specialized data consultancy. While big firms bring...
Why Most Data Engineers Don’t Know How to Architect for Scale
In today's data-driven landscape, the ability to architect scalable data systems has become the cornerstone of organizational success. Businesses eagerly collect terabytes upon terabytes of data, yet many find themselves overwhelmed by performance bottlenecks,...
Batch Is Comfortable, But Stream Is Coming for Your Job
Let’s be frank—batch processing has been our trusted companion for decades: dependable, predictable, slower than modern alternatives, and comfortable. As real-time demands increasingly dominate the business landscape, the shift toward streaming architectures is...
The Most Overrated Tools in Modern Data Engineering
In today's rapidly evolving technology landscape, countless tools promise the world to organizations seeking to harness data for competitive advantage. Bright advertisements, glowing reviews, and enthusiastic communities often paint an alluring picture of latest data...
What We Learned Building an AI Assistant for Client Intake
In today's fast-paced business environment, enhancing client experiences while maintaining operational efficiency is a challenge every organization faces. As experts in data, analytics, and innovation at Dev3lop, we embraced this challenge head-on by developing an...
Working Sessions Reduce Miscommunication in Analytics Projects
Miscommunications in analytics projects can lead to costly delays, compromised quality, and frustration for stakeholders. At Dev3lop, we understand firsthand how critical clarity and shared understanding are to success when dealing with complex data analytics tasks....
Working with a Grassroots Consultancy VS an Enterprise Consultancy
Choosing between grassroots consultancies and enterprise-level firms is a defining decision for organizations aiming to harness the full potential of their data capabilities. While the allure of household names in enterprise consulting often promises stability,...
Real-World Applications of Artificial Intelligence in Business
My name is Tyler Garrett, I'm a Senior Consultant and founder of dev3lop. I'm excited to talk to you about how artificial intelligence, is used, in the real world. Artificial Intelligence (AI) has moved far beyond futuristic concepts. Today, AI is actively...
AI-Powered Tools That Transform Decision-Making in 2025
The future of business is driven by data, but the real game-changer lies in how organizations harness that data for better decision-making. As we enter 2025, AI-powered tools have shifted from experimental innovations to core business drivers, transforming how...
Boost Profitability with Data Engineering Trends in 2025
I'm sure you know, data engineering has emerged as a pivotal force driving business profitability and operational efficiency. By effectively managing, pulling, and transforming raw data into actionable insights, organizations can make informed decisions that enhance...
5 Signs Your Business Needs a Data Warehouse Today
In a world where data drives competitive advantage, businesses are often drowning in information but starving for insights. If your organization struggles with fragmented reporting, slow decision-making, or disconnected analytics, it may be time to consider a data...
How to Spot Data Silos Holding Your Business Back
Data silos quietly undermine business efficiency, yet many organizations don't realize the extent of the damage until profitability starts to slip. Isolated pockets of data create blind spots, disrupt collaboration, and slow down decision-making. For companies aiming...
What Is a Data-Driven Culture and Why Does It Matter?
In today's competitive landscape, organizations are constantly searching for ways to sharpen their edge and improve profitability. One powerful yet often misunderstood strategy is adopting a data-driven culture. But what exactly does that mean, and why is it so...
The Differences Between a Data Engineer and a Data Analyst
Understanding the distinct roles within the data ecosystem is crucial for businesses aiming to harness data effectively. Two often-confused positions—data engineer and data analyst—serve very different purposes, yet both play pivotal roles in transforming raw data...
Data Quality: The Overlooked Factor in Profitability
In today’s data-driven business landscape, information is often described as the "new oil." Yet, not all data is created equal and most are still stuck in spreadsheet land. While many companies invest heavily in analytics tools and data platforms, one critical factor...
Why Data Warehouses Are Critical for Breaking Free from Manual Reporting Loops
There’s a strange irony in how many businesses chase AI-powered insights while still relying on spreadsheets and CSV files for critical reporting. Everyone’s eager to talk about machine learning, automation, and next-gen analytics, but behind the scenes, many...
Why Data Modeling Is the Blueprint for Data-Driven Success
Data modeling might sound complex, however it’s a blueprint for making smarter business decisions and increased profit. Imagine constructing a building without a clear design—walls in the wrong places, missing rooms, and chaos. That's exactly what happens when...
Spotting Patterns: How Machine Learning Enhances Fraud Detection
Fraud detection is no longer just about reacting to incidents; it’s about predicting and preventing them before they escalate. At the heart of this proactive approach is machine learning (ML)—a powerful tool that enables systems to spot patterns and anomalies in ways...
The Role of Data Streaming, Stopping Fraud Before It Happens
Fraud detection is no longer about reacting after the damage is done—it’s about prevention, powered by real-time insights. With open-source tools like WebSockets and Node.js, businesses can build scalable, efficient fraud detection systems without breaking the bank....