Infra-to-AI

Definition

Infra-to-AI is the framework Vinay Enterprises uses to guide enterprises through the transition from traditional infrastructure operations into AI-ready environments. It addresses the prerequisites that most organizations skip, telemetry coverage, data quality, identity governance, network observability, and operational discipline, without which AI initiatives stall or produce unreliable results. The framework treats AI readiness as an infrastructure maturity problem first, not a model selection problem.