UpTrain AI
UpTrain AI, previously known as Oodles.ai and upTrain AI, is a San Francisco-based company that provides a full-stack LLMOps platform designed to streamline production processes in the B2B sector. The platform offers tools for evaluation, experimentation, and improvement of large language models, emphasizing cost efficiency and high reliability.
Company Overview
UpTrain AI, previously known as Oodles.ai and upTrain AI, is a B2B company based in San Francisco, CA, USA. The company was launched in February 2023 and is part of the Y-Combinator batch W23. UpTrain AI operates within the sub-industry of Developer Tools, Generative AI, Machine Learning, SaaS, and Open Source. The company has a team size of six employees and focuses on providing a full-stack LLMOps platform for production needs.
Services
UpTrain AI offers a comprehensive LLMOps platform designed to meet various production needs, from evaluation and experimentation to improvement. The platform provides enterprise-grade tooling to help clients iterate faster and stay competitive. Additionally, it features automated regression testing for every prompt, configuration, and code change, allowing for systematic and faster experimentation with quantitative scoring. The platform also supports diverse evaluations with over 20 predefined metrics and the capability of defining custom metrics within an extendable framework.
Products
UpTrain AI's core product includes an open-source evaluation framework capable of handling large datasets without failures. This framework offers over 90% agreement with human evaluators for high-quality scoring and cost efficiency. The platform can be integrated within five minutes using a single API call. It generates high-quality scores for evaluating LLM responses and facilitates the creation of diverse test sets to enrich existing datasets. UpTrain AI also excels in identifying error cases, isolating them, and discovering common patterns for effective root cause analysis.
Y-Combinator and Backing
UpTrain AI is backed by Y-Combinator and was part of its batch W23. Being associated with Y-Combinator adds significant credibility and offers the company immense growth opportunities through networking and mentoring. This support has enabled UpTrain AI to develop robust solutions that cater to the needs of enterprise clients and maintain compliance with data governance requirements.
Data Governance and Compliance
UpTrain AI ensures that its services comply with GDPR and CCPA, granting users rights to access, rectify, restrict processing, object to processing, and erase personal data. The platform can be hosted on the customer's cloud environment and uses stringent security measures to protect personal information. It collects sensitive data necessary for providing services, such as names, email addresses, locations, and IP addresses, while ensuring this data is safeguarded against unauthorized access and abuse.