LightbulbML

LightbulbML builds tools to automate patent prosecution. The company was acquired in 2024. 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 Artificial Intelligence (AI) and Machine Learning. 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.

LightbulbML is based in San Francisco, California. More on lightbulbml.com.

Before you commit, look at compute pricing, MLOps features, and framework support. Get the renewal terms in writing before the first invoice.

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