Braintrust

Braintrust Data is an enterprise-grade AI tool software that simplifies the process of building AI products. It offers features such as evaluations, prompt playground, data management, and continuous integration to remove uncertainty and tedium from incorporating AI into businesses.

Key Features:

- Evaluations: Easily score, log, and visualize outputs. Interrogate failures, track performance over time, and answer questions about regression or model changes.

- Prompt Playground: Compare multiple prompts, benchmarks, input/output pairs between runs. Experiment with different settings or evaluate drafts over large datasets.

- Continuous Integration: Integrate Braintrust into your CI workflow to track progress on the main branch and compare new experiments to what's live before shipping.

- Datasets: Capture rated examples from staging & production environments. Evaluate them and incorporate them into "golden" datasets. Automatic versioning ensures safe evolution without breaking dependent evaluations.

Use Cases:

1. Measure and improve AI-first products by evaluating non-deterministic AI systems.

2. Monitor prompt quality over time and compare prompts or models for optimization purposes.

3. Conduct end-to-end testing in production to produce meaningful quality metrics for AI products.

With Braintrust Data, businesses can confidently ship their AI solutions without guesswork by leveraging its comprehensive set of tools for evaluation, experimentation, data management, and continuous integration.