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Software & IT Services

From a dev team to autonomous operations

A clean DevOps stack on Azure — built once, run autonomously by KI-Ops ever since, with no dedicated DevOps role.

0additional DevOps hires
100 %Infrastructure as Code
24/7autonomous operations

The Challenge

A mid-sized IT service provider consisted entirely of developers — there was no dedicated DevOps or operations team. The infrastructure had grown on the side over the years: deployments ran manually, configurations lived only in individual developers' heads, and no one clearly owned operations. Every change to the production environment was a risk, every outage a firefight that consumed valuable development time. Hiring a dedicated DevOps role was out of the question — neither budget nor the recruitment market allowed for it.

Our Approach

  • Building a clean, reproducible stack on Microsoft Azure — from the ground up instead of an organically grown patchwork
  • Full representation of the infrastructure as Infrastructure as Code (Terraform), versioned and traceable
  • Setting up automated CI/CD pipelines for reproducible, low-risk deployments
  • Centralised monitoring across the entire environment with automatic anomaly detection
  • Handing operations over to KI-Ops, which has monitored and maintained the environment autonomously ever since
The Result

The entire stack was built cleanly once — and has run autonomously under KI-Ops ever since, without the company having to fill a dedicated DevOps role. The developers are fully focused on features again instead of infrastructure and incidents. Deployments are reproducible, operations are stable, and the team's ongoing operational effort is close to zero.

Visual Insights

Target architecture on Azure: a clean stack fully represented as code
KI-Ops overview: autonomous monitoring of the production environment around the clock

We're a pure dev team and didn't want to open up a dedicated DevOps role. The stack was set up cleanly once — and KI-Ops has handled operations ever since. We simply don't notice it day to day, and that's exactly the point.

Managing Director, IT service provider, Germany

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