The Vision AI Center of Excellence Blueprint

A playbook for turning vision AI into
an owned, scalable capability.
This blueprint is the operating model for scaling vision AI across your entire footprint: how to turn one-off pilots into a capability your own teams own and run, with cost-per-deployment that falls every quarter instead of climbing. It is the build playbook the enterprises already past the pilot stage used to get there.

What's inside:
  • A catalog framework that lets any plant deploy a proven solution in weeks instead of rebuilding it from scratch.
  • A maturity model that shows exactly where your program stands today and the trap that stalls most teams at each step.
  • The three roles every CoE needs to build, scale, and keep solutions running, and how to staff them.
  • A 10-question diagnostic that tells you in one sitting whether your program is on track or stuck in pilot mode.

55B+

visual AI predictions processed per year on Roboflow.

50%+

of the Fortune 100 run computer vision on the platform.

1M+

engineers have built on Roboflow.
"The vision AI solutions we developed with Roboflow have been a core component of connecting our teams and unlocking their ability to collaborate."
Lou Stocco, Director of Manufacturing Advanced Analytics

Map your program to the maturity model

Book a 45-minute Vision CoE Strategy Session. We will map your current state to the maturity model, identify your three highest-impact candidate use cases, and build a CoE charter you can take to your operating committee.
Book a Strategy Session

Everything you need to deploy vision AI

Build on a proven platform

Streamline vision AI projects with an end-to-end platform. Label datasets, train models, design sophisticated automations, and deploy in the cloud or edge.

Get into production with ease

Intuitive tools enable your teams to quickly build and deploy accurate computer vision models without deep machine learning expertise.

Accelerate deployment with experts

For complex, business-critical projects, partner with our team of computer vision experts to build and launch a tailored, production-ready solution.

Additional resources

Vision AI is operational infrastructure today. The question is whether your operating model is ready to own it.