Connect events to downstream actions with Automations

Streamline your machine learning pipeline and implement sophisticated CI/CD processes by automatically executing workflow steps. Use W&B Automations to ensure that when certain events take place in your Model Registry, the appropriate downstream action is triggered in response. 

Automate critical steps from centralized model registry hub

Trigger key events from the model registry to ensure seamless and automatic model handover for evaluation or deployment. Some examples of specific event types that can be automated include adding specific aliases to model versions such as “staging” or “QA”, adding new Artifact versions, or kicking off creation of a W&B Report with evaluation results.

Ensure high-performing models in production at all times with CI/CD

Deliver high-performing models in production at all times with an automated and continuous hand-off of model checkpoints from development to testing to deployment. Trigger GitHub Action workflows to consume models and run tests on it. Kick off hyperparameter sweeps or model training jobs every time you get a new dataset or refreshed training data. Deliver peace of mind with an automated, reliable and secure workflow.

Maintain data governance, security, and privacy with Secrets

Use Secrets for authentication or authorization when creating webhooks to ensure full data privacy and security. Obfuscate private strings such as credentials, API keys, passwords, tokens and more to protect plain text content. Secrets are available for Azure, GCP and AWS deployments.

The Weights & Biases platform helps you streamline your workflow from end to end



Track and visualize your ML experiments


Optimize your hyperparameters

Model Registry

Register and manage your ML models


Trigger workflows automatically


Package and run your ML workflow jobs



Explore and
debug LLMs


Rigorous evaluations of GenAI applications



Version and manage your ML pipelines


Visualize and explore your ML data


Document and share your ML insights