The idea of deploying an operating system like Windows directly to production would have been unthinkable a decade ago. But that’s exactly what Microsoft does now.
The old way, shipping a monolithic OS update every few years, was slow, brittle, and disconnected from real users. They needed faster feedback and a way to catch issues early.
Enter ring-based deployment.
Instead of shipping to everyone at once, Windows updates now roll out gradually:
- ✅ First to internal engineers.
- ✅ Then to Microsoft employees.
- ✅ Then to millions of Windows Insiders across multiple tiers.
- ✅ Finally, to general availability.
At every step, telemetry dictates whether a release moves forward or stops. Issues are identified before they hit the full user base.
Windows is a local install. It runs on 900 million machines across an infinite combination of hardware and software. And yet, they still found a way to deploy incrementally, learn from real users, and roll forward safely.
If they can do it, what’s stopping your team?
Smart Classifications
Each classification [Concepts, Categories, & Tags] was assigned using AI-powered semantic analysis and scored across relevance, depth, and alignment. Final decisions? Still human. Always traceable. Hover to see how it applies.
Our Happy Clients
We partner with businesses across diverse industries, including finance, insurance, healthcare, pharmaceuticals, technology, engineering, transportation, hospitality, entertainment, legal, government, and military sectors.
Flowmaster (a Mentor Graphics Company)
Emerson Process Management
New Hampshire Supreme Court
Washington Department of Enterprise Services
Department of Work and Pensions (UK)
Washington Department of Transport
Emerson Process Management
