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To support AI-driven delivery and multi-team scale, platform teams need more than fragmented tools. They need a system that standardizes workflows, automates governance, and scales across the entire organization by design.

3d book with cover title controlling infrastructure at scale a new operating model for platform teams

Every company is now a software company. And infrastructure is what makes software shippable, scalable, and secure.

Today’s environments span millions of cloud resources, across dozens of teams, locations, tools, and workflows. AI agents deploy infrastructure. Developers push PRs that create cloud services. SREs manage reliability across regions. And platform teams are responsible for all of it.

The old playbooks of ticket queues, one-off pipelines, and manual approvals cannot keep pace with this scale and complexity.

This whitepaper outlines how platform teams are moving beyond fragmented tooling toward a new operating model where infrastructure is delivered as a product, governed by policy, and scaled through automation.