Gentrace
Gentrace is an AI tool designed to evaluate generative AI models using a combination of humans, AI, and heuristics. It focuses on assessing the quality, speed, and cost of production. The tool allows teams to continuously evaluate the quality of AI models by leveraging AI and heuristics. It also automates the grading process, eliminating the need for manual evaluation using spreadsheets. By using AI and heuristic evaluators, Gentrace can automatically detect regressions and hallucinations.
In addition, Gentrace provides a production monitoring feature called Observe. This feature allows users to monitor the speed and cost of AI models in real-time. Users can drill down to analyze specific inputs, outputs, and evaluator scores for different generations. The tool provides a visual representation of pipeline runs, offering insights into the performance of AI models over time.
Gentrace offers an easy-to-use SDK for Python, enabling users to integrate the tool into their existing workflows. It also emphasizes enterprise-grade security with SOC 2 TYPE 1 controls in place and completed audits. The tool provides admin and user controls for organizing team members and managing access privileges. Gentrace also mentions upcoming features, such as more fine-grained controls and a self-hosted option for data storage.
Overall, Gentrace aims to provide a comprehensive solution for evaluating and monitoring generative AI models, enabling teams to optimize their models for quality, speed, and cost in production.
