MegazoneCloud launches AIR Studio v3 with modular Data, Agent, Ops and Governance layers plus centralized MCP, credential and token-cost controls

What changed

South Korea's MegazoneCloud launched enterprise AI OS AIR Studio v3 on October 6. The release separates the platform into Data, Agent, Ops and Governance modules so organizations can adopt only the capabilities they need and expand incrementally. Its in-house AI Gateway centralizes calls to models, agents, MCPs and external tools, with virtual-key issuance, audit logging and controls intended to prevent bypass API calls. The FinOps dashboard can allocate token limits and budgets by organization and user role while tracking actual and estimated cost. Korean technology coverage also reports more than 70 pre-certified connectors.