A machine learning system goes far beyond just training a model. Real-world ML requires scalable infrastructure, robust data pipelines, and thoughtful system design.

At Sogeti, we believe in delivering business value through innovation and technology. In partnership with Microsoft, we are helping organizations reimagine what’s possible in the digital age. This ...

Your Kubernetes setup looks perfect—until it fails at 2 AM. Chaos Engineering helps you uncover weaknesses before your users do.

Enterprise AI agents are coming—but without orchestration and governance, chaos will follow. This framework offers clear guidance to deploy agents safely, strategically, and at scale.

Data personas are fictional, data-driven profiles that reflect real user behaviors, needs, and pain points. This piece explores practical examples and how you can apply personas to create more ...

From Misalignment to Shared Meaning As organizations grow, complexity increases. Teams multiply, responsibilities specialize, and silos naturally form. Strategy and operations drift apart because each ...

We don’t suffer from a shortage of data — we suffer from a shortage of shared meaning. Without context, effort turns into misalignment, and potential value is lost.

AI agents are redefining migration projects by automating discovery, planning, and execution, easing the strain of limited resources. While not generative AI, these task-focused tools offer ...

Vibe Coding is an AI-driven approach to software development that focuses on describing what to build rather than how to code it. Introduced by Andrej Karpathy, it uses natural language prompts to ...

This blog provides a structured approach to designing an enterprise-scale landing zone in the cloud. It explores key concepts, design patterns, and security best practices to ensure scalability, ...

The DAMA DMBoK, DCAM, and ISO 38505 frameworks each offer unique strengths for data governance. Understanding their differences helps organizations choose or integrate the best approach for strategic, ...

In recent times, generative AI has transformed the digital landscape, enabling systems to create art, music, and insightful text on demand. However, the conversation is rapidly shifting toward ...