Katonic.ai ^Companies

Artificial intelligence (AI) have tremendous power to transform organizations—beyond helping humans make better decisions and processes more efficient. Those possibilities can only be realized after ML models are deployed into production. To bring them into production, datasets must first be captured, stored, cleaned, and curated to extract insights and train ML, models. And once in production, new data can be used to re-train and improve models. This process is known as the cycle of intelligence. Gartner reported that 85% of AI models don't make it to production. According to a 2021 study from Algorithmia, the average Deployment time for models that make it into production is 18 Months. This means that for many organizations, doing one iteration around the cycle of intelligence can take a very long time. To Solve these challenges of AI, the practice of MLOps has been introduced in the last 2 or 3 years into the industry. MLops is about unifying both of them, the development part by the data scientist and the operations part of the machine learning engineers. Katonic MLOps Platform is a collaborative platform with a Unified UI to manage all data science in one place. Katonic MLOps Platform is for customers and developers to introduce the MLOps practice into their production systems. The Platform combines the creative scientific process of data scientists with the professional software engineering process to build and deploy Machine Learning Models into production safely, quickly, and sustainably. Katonic MLOPS Platform runs in your Kubernetes cluster and can be deployed anywhere - multi-cloud, on-prem or edge.