Couture AI

Bengaluru, Karnataka based Couture.ai is a DevTools Platform powering both collaborative development and operationalization of AI/ML models in production at scale. They believe that true value of any AI / ML model isn’t derived from model validation but when these models are deployed at scale to derive real time insights and have real life impact. Couture.ai ensures large scale deployments by supporting data management, to feature management, model training and validation to serving inferences in real time. They can help to Reduce development, maintenance and technical support requirements, allow developers and data scientists to focus on true areas of expertise and Reduce time to deployment for models from years to 6-8 months. Their Enterprise wide AI platform is applied to: Automation / Mlops - Automate Hyperparameter tuning for a wide range of models, building blocks for most common use cases across Enterprises including predefined notebooks for Exploratory analytics. Deploy Jupyter notebooks to deployable functions with simple click; Explainability - Easily monitor all machine learning models and their versions. Visualize results across several parameters; Orchestration - Shared platform with controlled access to production pipelines, data, and configuration. Manage modifications to production pipelines, and support multiple data scientists or multiple data science group; Governance & Security - Modern acrchitecture (Docker, Kubernetes, GPU for deep learning) supporting platform modularity based on user profile with enterprise grade security allowing for rapid scaling and greater shared resources.