Doma

Doma is an insurtech platform that uses machine intelligence to remove friction from residential real estate transactions. The job it does: building, training and deploying machine learning models.

It makes the most sense for data science teams. They also list Artificial Intelligence (AI), Commercial Real Estate, InsurTech, Machine Learning and Real Estate, so expect those to show up in the feature set. They are a large team, 1,001 to 5,000 people, which usually shapes who they work with. At that size expect formal onboarding, documentation and a longer sales cycle.

Doma is based in Miami, Florida and around since 2016. More on doma.com.

Things worth asking about: compute pricing, MLOps features, and framework support. Get the renewal terms in writing before the first invoice.

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