AI solutions

A solution is an opinionated engineering approach that brings together a set of capabilities to solve a business problem. It provides guidance, insights, best practices on how to develop a complete functional solution to address an end-to-end business scenario along with code. All solutions listed have been successfully applied and validated by multiple customers.

Here is a list of available solutions:

• Automating and Monitoring Model Training: How CSE implements ML training pipelines with our customers, including code templates, CI/CD pipelines, and guidance documentation
• Data discovery and classification for unstructured data: Provides guidance and code assets that use various machine learning techniques to discover insights in unstructured data. There are examples for documents, images and videos.
• MLOps Model Factory: An extension of the standard MLOps template used in the Automating and Monitoring Model Training solution. This accelerator scales to many models, deploying to varying targets.
• RAG Experiment Accelerator: A tool to accelerate the experimentation and evaluation processes in RAG application development.