Technology changes. The systems required to operate it matter just as much.
I am Chacko Daniel, a product and platform leader working at the intersection of AI, platforms, cloud infrastructure, and enterprise-scale decision systems.
My career spans more than 20 years across Deloitte Consulting, Microsoft, Amazon, Zonar Systems, and Oracle Cloud. Across those environments, I have worked on enterprise architecture, large-scale public systems, hyperscale cloud platforms, SaaS transformation, AI and ML infrastructure, multi-cloud systems, commercialization, and AI-driven enterprise workflows.
I am particularly interested in what happens after an organization moves beyond the AI demo. Building useful agentic AI systems requires more than a good model. It requires clear decision rights, observability, memory, governance, evaluation, and operating models that people trust.
Hyperscale by Design is where I write about those problems.