Data Engineering Insights
Discover the latest Data Engineering insights and trending articles from Binariks experts.Unstructured Data Processing: Challenges, Techniques, and Use Cases
Learn how to process unstructured data (UDP). Explore key challenges, modern techniques, and real-world use cases across industries.
Nov 26, 2025 · 15 min read · Antonina Homoniuk
Data Infrastructure Modernization: From Bottlenecks to Optimization
Discover how to modernize and optimize data infrastructure, reduce bottlenecks, and improve compliance, scalability, and analytics performance.
Sep 17, 2025 · 9 min read · Vadym Kovadlo
Data Reliability Engineering: Everything You Should Know
Discover how data reliability engineering ensures trusted data for AI systems – reducing risk, boosting uptime, and preventing costly failures.
May 26, 2025 · 11 min read · Helen Zhuravel
How to Implement AI-Driven Change Management Effectively
AI-driven change management helps businesses transform operations, engage employees, and integrate AI effectively for sustainable growth.
Apr 17, 2025 · 11 min read · Helen Zhuravel
The Role of Data Engineering in Enabling AI Solutions
Explore how data engineering in AI helps overcome challenges, brings benefits, and shapes the future of industries through data management and integration.
Jul 10, 2024 · 11 min read · Helen Zhuravel
Top 10 Data Engineering Trends & Prospects for 2026-2028
Explore the top 10 data engineering trends shaping the future. Discover how AI integration, real-time processing, and DataOps are transforming the field.
Jun 10, 2024 · 11 min read · Helen Zhuravel
Improve Healthcare Efficiency with Clinical Workflow Optimization
Discover how to optimize clinical workflows using technology. Reduce costs, improve patient care, and boost efficiency with expert solutions from Binariks.
Jul 16, 2025 · 14 min read · Tamila Karpa
AI Agent Architecture for Scalable Enterprise Automation
Learn how to build scalable AI agent systems for enterprise workflows. From architecture to deployment, discover Binariks' approach to intelligent automation.
Aug 14, 2025 · 16 min read · Mykhailo Hentosh
Why Your Next Software Project Needs an AI Agent, Not Just AI Features
Move beyond AI features to AI agents for business. Explore AI workflow optimization strategies, common pitfalls, and proven frameworks for success
Aug 28, 2025 · 10 min read · Vadym Kovadlo
Project Discovery Phase Explained for Software Development
Learn how the discovery phase helps reduce risks and ensure the success of your software project. See how Binariks conducts this vital planning stage.
Sep 1, 2025 · 13 min read · Maryna Pavliuk, Antonina Homoniuk
Build vs Buy vs Hybrid: Strategic Decision Making for Critical Business Systems
Explore how to choose between building, buying, or adopting a hybrid approach for critical business systems. Includes decision frameworks, cost analysis, and real-world AI case studies.
Sep 5, 2025 · 14 min read · Bohdan Lukashchuk
Why 95% of Enterprise AI Projects Fail and How to Be in the 5% That Succeed
Why enterprise AI projects fail despite huge investment? Discover key principles and frameworks to avoid common pitfalls in AI implementation.
Sep 10, 2025 · 9 min read · Maryna Pavliuk, Mykhailo Hentosh
