Top Machine Learning Startups that Aim to Excel in 2022

From very limited usage in the business world before 2012, machine learning dependency has gone up exponentially since the boom. Today there are 9k machine learning startups and companies according to Crunchbase. Here are the top machine learning start-ups that aim to excel in 2022. Algorithmia – Algorithmia's expertise is in machine learning operations (MLOps) and helping customers deliver ML models to production with enterprise-grade security and governance. Algorithmia automates ML deployment, provides tooling flexibility, enables collaboration between operations and development, and leverages existing SDLC and CI/CD practices.