aiqbench analysis
Cisco's RunOn platform addresses multi-cloud fragmentation by unifying infrastructure data with organizational context to deliver actionable intelligence for cost, security, and lifecycle management. The system leverages AI-driven persona detection to tailor views for engineers, executives, and finance managers, enabling role-specific workflows within a single ecosystem. This approach transforms siloed cloud operations into a cohesive environment where intent-aware guidance streamlines provisioning and monitoring across public and private clouds.
Why Cisco Continues to invest in AI Native RunOn: Bringing Context, Visibility, and AI to Multi-Cloud

Cisco’s RunOn eliminates multi-cloud fragmentation by unifying data with organizational context. Using AI and persona-based views, it turns siloed info into actionable intelligence for cost, security, and lifecycle management.
At Cisco, cloud infrastructure spans multiple providers and tens of thousands of accounts. it’s fragmented. Provisioning happens through multiple control planes, spend is tracked separately, and cost optimization, security, and health findings live in even more systems. Each system provides only part of the picture. The challenge is connecting the information and…
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