Originally published on TechSaaS Cloud

Originally published on TechSaaS Cloud

Platform Team Staffing Models: Dedicated vs Embedded vs Hybrid

You hired 6 platform engineers. Four of them are doing ticket work — resetting credentials, debugging CI pipelines, and answering Slack questions about why the staging environment is down again.

This isn't a people problem. It's a staffing model problem. The way you organize your platform team determines whether they build leverage or become an expensive help desk.

The Three Models

Model 1: Dedicated (Centralized) Platform Team

The entire platform team sits together, owns a shared roadmap, and builds platform capabilities as internal products.

How it works:

Platform team has its own backlog, sprint cycles, and product manager

Product teams submit requests through a self-service portal or queue

Platform engineers don't join product team standups or rituals

Best for:

Organizations with 5+ product teams

Mature platforms with established self-service…