W&B Weave
Evaluate, monitor, and iterate on your AI applications to continuously improve quality, latency, cost, and safety.
W&B's suite of tools provides a comprehensive platform for developing, evaluating, and deploying AI applications, with a particular focus on Generative AI. Weave offers developers an unparalleled ability to monitor the performance of their AI systems, debug issues, and rigorously iterate on models and prompts. By automatically logging application inputs, outputs, and code, Weave creates interactive traces for debugging, tracks metrics like latency and cost, and streamlines collaboration. With pre-built and customizable scorers, support for various data modalities, and guardrails for safety, it helps developers improve quality, reduce costs, and ensure reliability.
The platform provides a solid foundation with its Model Registry offering a centralized hub for versioning, sharing, and governing models and datasets across teams. W&B also automates workflows, enabling CI/CD processes through event-triggered actions, which further helps streamline model evaluation and deployment pipelines. This combination of granular monitoring and robust automation tools empowers AI developers to deliver high-quality, production-ready models more efficiently and provides a transparent and reproducible environment to build and continuously improve AI applications.
