Full-stack LLMOps platform for all your production needs
Automating Healthcare Revenue Cycle Management with AI Workforce
UpTrain provides the most advanced LLMOps platform to ship AI confidently. It provides enterprise-grade tooling to easily evaluate, experiment, monitor, and test LLM changes, all while seamlessly collaborating with your team. Being OSS, UpTrain is readily customizable and can be hosted on your secure cloud environment, satisfying your data governance needs. 1. UpTrain provides high-quality scores over a variety of metrics (both LLM-based and classical NLP ones) as well as allows you to define custom ones to evaluate your full LLM pipeline comprehensively. 2. UpTrain runs root cause analysis to identify if it is a retrieval issue, if your context requires reranking, if the LLM is unable to utilize the context or if certain instructions are not being followed. 3. UpTrain leverages state-of-the-art techniques for automatic prompt optimization, automatic eval generation, finding common topics among failure cases, etc., to act as your LLMOps co-pilot.
Preventing revenue leakage in health systems using AI
The company shifted from providing a platform for managing and evaluating LLM models (for any use case) to building AI-driven solutions specifically for automating healthcare revenue cycle management—a fundamentally different product, market, and problem focus.