blog

Transitioning from Traditional Software to AI-Native: Benefits, Risks, and Success Criteria

In this article, we examined what the transition from traditional software architectures to AI-native approaches means, the benefits it offers for organizations, the risks it entails, and the critical criteria for a successful transformation.

February 3, 2026 | 6 mins

Robotics & AI: The Future of Intelligent Workflows in Industry

In this article, we examined how robotics and artificial intelligence technologies transform industrial processes; the contributions intelligent workflows provide to efficiency, flexibility, and decision-making quality; use cases ranging from production to logistics; and the strategic role these technologies play in the transition to autonomous, data-driven industrial ecosystems.

December 2, 2025 | 6 mins

Using Artificial Intelligence (AI) in Visual and Video Production

In this article, we discussed the importance of content creation in the digital world and the limitations of traditional methods. We examined how AI-powered tools—particularly the GenVideo platform developed by Doğuş Technology—transform text-based content into professional avatar videos within minutes, providing brands with speed, quality, multilingual capabilities, and a consistent experience. We also summarized the advantages of AI-driven visual and video production, its use cases in marketing and social media content, its applications in educational and corporate materials, and its contributions to content creation on a global scale.

November 17, 2025 | 4 mins

The Bridge Between Data Lakehouse and Data Warehouse: 2026 Trends

In this article, we explored how data warehouse, data lake and data lakehouse architectures are converging as we approach 2026 and how organizations are adapting their data management strategies to this new hybrid model. We examined trends in speed, security and scalability in data solutions through the structured data strength of data warehouses, the flexibility of data lakes and the integrative nature of data lakehouses.

November 10, 2025 | 6 mins

Data Warehouse vs Data Lake: Which is the Right Choice for Enterprises?

In this article, we focus on one of the most critical decisions organizations face in their data-driven digital transformation journey: choosing between a Data Warehouse and a Data Lake. We compare their architectures, use cases, performance, cost, scalability, and security aspects to help businesses identify the right fit. We also highlight the advantages of hybrid models and share Doğuş Teknoloji’s approach to data management, data warehouse modernization, and data lake governance.

September 17, 2025 | 3 mins

What is MLOps? End-to-End Management in Machine Learning Processes

Standing out as a solution to privacy, cost, and data access barriers in machine learning development, MLOps offers a secure, scalable, and effective alternative for managing AI model lifecycles end-to-end.

May 26, 2025 | 3 mins

Synthetic Data Generation for AI: Why It's Increasingly Important

Accessing real-world data for AI is costly and limited by privacy concerns. Synthetic data offers a scalable, secure alternative—enabling faster, more accurate, and ethical AI model training.

May 20, 2025 | 3 min

AI Integration in the Service Industry: Technological Innovations Transforming Customer Experience

Businesses are rapidly investing in AI technologies to improve customer experience, streamline business processes, and gain a competitive edge.

November 22, 2024 | 5 min

Intelligent Process Automation: The Key to Transforming Your Business Processes

November 1, 2024 | 5 min