Top MLOps Companies in Japan

The company offers support and services for enterprises utilizing open-source infrastructure like DL4J, which is relevant for MLOps as it involves deploying and managing machine learning models effectively. Their tools, kompile and konduit, facilitate the execution of models, aligning with the goals of MLOps in optimizing AI workflows.

Aokumo enhances DevOps capabilities, particularly in MLOps, by streamlining Kubernetes management and automating deployment processes, which can lead to significant improvements in efficiency and cost savings. Their expertise in cloud migration and infrastructure optimization also supports faster and more reliable software delivery.

Midokura is a leading company focused on network virtualization and the integration of Artificial Intelligence (AI) into Edge devices, which aligns with MLOps practices by emphasizing AI model training, optimization, and deployment. They are dedicated to transforming society through innovative technologies, including cognitive applications for computer vision.

The company specializes in advanced AI solutions, particularly for E-Commerce, where they enhance product discovery and user engagement. They also offer a fully managed AIOps solution and a platform for training and managing GPT models, which could be relevant for MLOps initiatives.

The company leverages advanced AI technology and machine learning models, including deep neural networks and transformers, to analyze over 1 billion proprietary biopharmaceutical data points, facilitating the identification of valuable antibodies and peptides. Their use of directed evolution experiments and laboratory automation enhances data generation, which is crucial for developing effective MLOps strategies in drug discovery.

Rapyuta Robotics offers a comprehensive DevOps platform designed for cloud-connected robots, which enhances the management and operational efficiency of robotic applications. Their Rapyuta PA-AMR solution automates picking operations, thereby improving productivity and addressing labor shortages while also emphasizing the importance of data collection and utilization for business success.

Worksbot Applications is a specialized development company focusing on Artificial Intelligence and Machine Learning technologies, which are integral to MLOps. Their expertise in Natural Language Processing and data conversion highlights their capability to enhance machine learning applications.

HACARUS leverages its award-winning Sparse Modeling technology to provide innovative AI-driven solutions in fields like healthcare and manufacturing. Their focus on efficient data utilization and explainable AI can be particularly relevant for MLOps, as it addresses the challenges of deploying and maintaining machine learning models effectively.

Mujin Corp. offers advanced automation solutions that enhance operational efficiency through their MujinController platform, which enables robots to perform various tasks autonomously. Their technology supports automated storage and order fulfillment, ensuring high performance and reliability in production environments.

HITSERIES®︎CLOUD offers a comprehensive SaaS investment throughput model that helps founders manage growth and prioritize actions effectively. Their focus on strategies like EquityOps, RevOps, and DevOps aligns with the principles of MLOps by emphasizing systematic management and optimization in the SaaS development and growth process.