Civilized Software

Civilized Software is a software company that develops MLAB a mathematical and statistical modeling system. Put simply, it is about building, training and deploying machine learning models.

It makes the most sense for data science teams. Alongside the main category they mention Machine Learning and Web Development. They are a very small team, 1 to 10 people, which usually shapes who they work with. Small vendors mean quick answers and real influence on the roadmap, but check who covers support when someone is out.

Civilized Software is based in Silver Spring, Maryland. You can read more at civilized.com.

Our checklist for this category: compute pricing, MLOps features, and framework support. Ask for a trial on your own data, not a canned demo.

If you have worked with Civilized Software, tell the next buyer what you paid and what surprised you. That is the part of this page we cannot write.