Gentrace

Gentrace is an AI-powered tool that helps teams evaluate and monitor generative AI models to improve their quality, speed, and cost-effectiveness.

With Gentrace, users can easily assess the performance of various AI models by combining human insights, automated AI evaluations, and a set of smart heuristics. This means teams can continuously keep tabs on how well their models are doing, without the hassle of manual checks or clunky spreadsheets.

One of the standout features of Gentrace is its ability to automate the grading process. By using AI and heuristic evaluators, it can swiftly spot regressions—issues where a model's performance declines—and hallucinations, which are misleading or fabricated outputs. This automation takes a significant load off teams, allowing them to focus on improvements rather than getting bogged down in the evaluation process.

Another handy feature is called Observe, which lets users keep an eye on the real-time speed and cost of their AI models. With this tool, you can dive deep into specific details, looking at individual inputs and outputs, along with evaluator scores for different generations. Plus, Gentrace offers a visual overview of your pipeline runs, making it easier to analyze performance trends over time.

Gentrace also offers a user-friendly SDK for Python. This means that integrating it into your existing workflows is a breeze. On top of that, Gentrace prioritizes security, boasting SOC 2 TYPE 1 controls and completed audits to keep your data safe. The tool also has robust admin and user controls, helping you organize team members and set appropriate access levels.

Looking ahead, Gentrace has some exciting features in the pipeline, including more precise control options and a self-hosted solution for data storage. Overall, Gentrace aims to provide a well-rounded solution for teams looking to fine-tune their generative AI models, ensuring they are high-quality, efficient, and cost-effective in production.