IntroductionAs artificial intelligence moves from experimentation to enterprise-wide deployment, AI governance challenges are becoming one of the biggest barriers to responsible and scalable AI adoption. While organizations recognize the need for governance, many struggle to operationalize it across data, models, teams, and regulations.This article explores the most critical AI … [Read more...] about AI Governance Challenges: Key Obstacles Enterprises Face When Scaling AI Responsibly
Big Data
Rethinking Data Processing for Mixed Text, Image, and Video Workloads
Mixed text, image, and video workloads are reshaping how data processing systems operate in practice. Pipelines that once handled uniform records now support inputs with very different runtime behavior, resource demands, and failure patterns. Many systems still rely on execution models built for consistency rather than variation, which creates friction as modalities converge … [Read more...] about Rethinking Data Processing for Mixed Text, Image, and Video Workloads
Leveraging Big Data and AI for Sustainable Development: Strategies, Use Cases, and Future Roadmap
Across Asia and the Pacific, the pursuit of the Sustainable Development Goals (SDGs) is increasingly shaped by the twin forces of big data and artificial intelligence (AI). Together, they promise faster, more precise insights for policymakers, development practitioners, and statistical agencies and, crucially, the ability to act on those insights in time. Yet the promise only … [Read more...] about Leveraging Big Data and AI for Sustainable Development: Strategies, Use Cases, and Future Roadmap
Automate Synthetic Data Generation to Speed Up CI/CD and Ensure Compliance
There's a long-standing conflict between the ask for rapid feedback loops and manual data provisioning. Modern delivery teams must operate in this environment without compromising privacy or test coverage. That's hard; that's the reality. Traditional CI/CD pipelines have their own limitation of sluggish production snapshots, and compliance constraints. As a result, testing … [Read more...] about Automate Synthetic Data Generation to Speed Up CI/CD and Ensure Compliance
Rethinking Data Processing for Mixed Text, Image, and Video Workloads
Mixed text, image, and video workloads are reshaping how data processing systems operate in practice. Pipelines that once handled uniform records now support inputs with very different runtime behavior, resource demands, and failure patterns. Many systems still rely on execution models built for consistency rather than variation, which creates friction as modalities converge … [Read more...] about Rethinking Data Processing for Mixed Text, Image, and Video Workloads
