Iguazio

Iguazio is a very powerful and reliable tool that i have used for over 3 years now. Being a MLOps Platform it has enabled us to develop, deploy and manage real-time AI applications at scale. The platform includes includes an online and offline feature store,fully integrated with automated model monitoring and drift detection, model serving and dynamic scaling capabilities.

• Real-time Data and Model pipeline.
• Data + Model Monitoring.
• Data ingestion and preparation.

• Is a fully integrated solution with a user-friendly portal.
• Manage our ML pipeline end-to-end using Full-stack,user friendly environment.
• Iguazio enables our teams to manage all artefacts throughout their lifecycle.
• Enhance team work and collaboration in our teams.

RapidMiner Studio

Choozle, SDL XPP, Articoolo

It's a platform that enables you to develop and manage real-time AI applications at scale. A tool that provides data science, data engineering, and DevOps teams with one place to operationalize machine learning and rapidly deploy operational ML pipelines. It is fully integrated with automated model monitoring and drift detection capabilities.

• Data connectors .
• Feature store for engineering, storing,analyzing and storing all available features.
• Enterprise management and support.

• Is a fully integrated solution with a user friendly portal.
• Offers great services for scalable data and feature engineering.
• Has real-time pipelines.
• Model tracking

Sumo Logic

Sumo Logic