
Scaling AI Operations: From Proof of Concept to Production
Most AI initiatives stall at the PoC stage. We explore the engineering, governance, and organizational practices that enable enterprises to operationalize AI at scale.
Insights and perspectives on cloud, AI, and enterprise technology.

Most AI initiatives stall at the PoC stage. We explore the engineering, governance, and organizational practices that enable enterprises to operationalize AI at scale.

Moving to the cloud is no longer optional. Learn how to plan, execute, and optimize your cloud migration with a structured approach that minimizes risk and maximizes ROI.

Game studios running on-premises data centers face scaling limitations and spiralling costs. Here is a battle-tested approach to migrating gaming infrastructure to AWS without disrupting live services.

Moving game backends from on-premises to AWS requires rethinking architecture fundamentals. We break down the key patterns for matchmaking, player data, and real-time communication on AWS.

Latency kills games. When migrating multiplayer infrastructure from on-premises to AWS, every millisecond matters. Here is how to achieve sub-50ms player experience at global scale.

Kubernetes is powerful but unforgiving. After dozens of enterprise deployments, we share the hard-won lessons that separate production-ready clusters from expensive experiments.

AI regulations are tightening globally. Enterprises need governance frameworks that satisfy compliance requirements without strangling innovation. Here is a practical approach.

DevOps transformed how we deliver software. Platform Engineering is the next evolution — building internal developer platforms that make the right thing the easy thing.

Perimeter-based security is dead. Zero Trust is the new standard for cloud environments. We break down what it actually means and how to implement it without paralysing your organization.

Data engineering has evolved dramatically. We examine the tools, patterns, and practices that define a reliable, scalable data platform in 2026.

Serverless promises zero infrastructure management and infinite scalability. But it is not right for every workload. We break down the decision framework.

Terraform is the de facto standard for Infrastructure as Code. But poorly structured Terraform creates as many problems as it solves. Here are the patterns that work at enterprise scale.