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Revolutionizing AI Evaluation with Braintrust Data
TL;DRBraintrust Data has never been more crucial for enterprises seeking to enhance their AI evaluation processes. This innovative tool offers streamlined evaluations, capturing user feedback, and logging LLM calls, all within an hour. Braintrust Data is an essential choice for AI teams looking to boost the accuracy of their AI offerings by over 30% in just weeks, leading to faster ship cycles and better team collaboration. With its ability to run inside your own cloud environment, it ensures enterprise security, especially with the handling of PII and proprietary information. Braintrust Data also includes a prompt playground for comparing multiple prompts, benchmarks, and dataset management, making it a market-leading solution for evaluations and supporting more AI tooling. Discover how Braintrust Data can transform your approach to AI development with its cutting-edge features like continuous integration, proxy access to popular AI models, and human review capabilities.
2023-08-21
Accelerating AI Evaluation with Braintrust Data
Braintrust Data is a pioneering tool designed to streamline AI evaluation processes, revolutionizing the way enterprises build and improve their AI applications. This cutting-edge solution enhances productivity by providing a dedicated platform for evaluating AI model performance, ensuring that teams can iterate and ship AI products faster. One of the unique benefits of Braintrust Data is its ability to instrument code quickly, allowing for rapid evaluations and feedback integration. This feature significantly reduces the time and effort typically required in AI development, enabling teams to boost accuracy by over 30% in just weeks. Additionally, Braintrust Data offers a prompt playground for comparing multiple prompts, benchmarks, and dataset management, making it an indispensable asset for AI teams. To provide a more in-depth understanding, here are 8 key features that make Braintrust Data an essential tool for enterprises in the realm of AI evaluation:
Braintrust Data offers a comprehensive tool for evaluating AI applications, including experiment tracking and prompt playgrounds, making it ideal for enterprises to build high-quality AI products efficiently.
The platform seamlessly integrates human feedback from end users, subject matter experts, and product teams, allowing for the evaluation and comparison of experiments, and the assessment of automated scoring methods.
Braintrust Data enables developers to easily instrument their code to define evaluations, capture user feedback, and log LLM calls, allowing for rapid re-evaluation and improvement of AI models.
The tool includes a prompt playground to compare multiple prompts and benchmarks, ensuring that developers can test and refine their AI models effectively before deployment.
Braintrust Data provides robust data management and logging capabilities, allowing users to track and analyze AI model performance in real-time, including logging examples from staging and production environments.
The platform offers an AI proxy that gives access to popular AI models, including OpenAI’s models, Anthropic models, LLaMa 2, and Mistral, enhancing the versatility and effectiveness of AI evaluations.
Braintrust Data allows users to capture and filter log events based on specific scores, enabling the identification of performance gaps and the improvement of AI model accuracy.
The platform offers a 100% satisfaction guarantee for 30 days, ensuring that clients are fully satisfied with the quality of the hired talent, which is unmatched in the industry.
- Streamlined AI evaluation process, allowing for faster assessments and improvements
- Integration of human review to evaluate AI software and improve model performance
- Robust talent pool for enterprise clients
- Efficient invoicing system with prompt payments
- Seamless onboarding process with personalized support
- Limited job opportunities for data-oriented jobs
- Net60 payment terms can be challenging for freelancers
- Utility of BTRUST token is obscure and seen as a gimmick
- Potential for miscommunication due to lack of direct client interaction
- Contractual restrictions on performance evaluations
Pricing
Braintrust Data offers a free basic plan for academic and non-commercial open-source projects. The Builder plan is free, providing 1000 private eval rows/week, unlimited public experiments, unlimited access to AI proxy, and up to 5 users. The Enterprise plan is customizable and includes unlimited private experiments, on-prem/private VPC, golden datasets, prompt playground, and a private slack channel. Open source and .edu users also receive unlimited private experiments and unlimited users at no cost.
Subscription
TL;DR
Because you have little time, here's the mega short summary of this tool.Braintrust Data is an AI evaluation tool designed to streamline the development and improvement of AI products by providing real-time data analytics, automated evaluation tools, and comprehensive logging capabilities. It helps enterprises like Zapier and Airtable boost AI accuracy by over 30% and supports rapid iteration cycles, making it a crucial platform for building high-quality AI products efficiently.
FAQ
Braintrust Data is a tool designed to streamline AI evaluations by allowing developers to easily instrument their code, capture user feedback, and log LLM calls. This enables teams to quickly test code changes on real-world examples, re-run evaluations, and instantly get dashboards showing improvements or regressions. Braintrust Data supports faster evaluations, boosting the accuracy of AI offerings by over 30% in just weeks, leading to faster ship cycles and better team collaboration.
Braintrust Data differentiates itself by offering insights before the model reaches production, unlike other tools that focus on observability and analytics after deployment. This approach allows engineering teams to move significantly faster, up to 10 times faster, than those relying solely on post-production fixes.
Braintrust Data provides several key features, including a prompt playground for comparing multiple prompts, benchmarks for input/output pairs, dataset management, and an AI proxy giving access to popular AI models. These features help AI teams iterate and ship faster, ensuring higher quality and more efficient development processes.
Yes, Braintrust Data is designed to meet enterprise security needs. It can run inside a company's own cloud environment, which is critical for handling sensitive data and proprietary information. This ensures that mission-critical workloads can be managed securely.
Yes, Braintrust Data is designed to be flexible and can integrate with various AI infrastructures. It supports multiple cloud environments and can be easily instrumented to fit existing workflows, making it a versatile tool for enhancing AI evaluation processes.
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