Three years ago, I started noticing a pattern. Platform teams had done serious work on service catalogs, golden paths, and automated pipelines. But when AI agents entered the picture, the honest answer to "Is your platform ready for this?" was almost always no. And the harder part was that nobody had a clear way to measure how far they had to go.

So I built one. This session walks through a seven-dimensional maturity framework for platform engineering teams, covering documentation, API and tooling quality, CI/CD, observability, safety guardrails, zero trust, and FinOps. Each dimension scores on a four-level scale. The model is grounded in existing standards: NIST, OpenTelemetry, DORA, and CNCF working group outputs, nothing invented from scratch.

Attendees receive a scored picture of their own platform, a ranked improvement roadmap, and a percentile rank relative to other organizations. The framework, scoring model, and research paper are fully open source.