India, Oct. 15 -- Enterprise AI is moving from isolated experiments towards workflows that need to operate inside existing business systems. VapusData OS is designed around that shift, connecting enterprise data, applications and infrastructure with AI models, data products and agentic workflows.

Rather than asking organisations to create separate environments for every AI use case, the platform aims to make AI work within existing systems, business rules and controls. Its operating layer combines data connectors, governed data products, model management, workflow automation, applications and APIs with governance, security, observability and traceability.

A key part of the platform is Nabhik AI, an agentic execution layer that takes wor...