Weights & Biases Products
From experiment tracking to hyperparameter tuning, model registry, and LLM app observability and evaluation — the AI Developer Platform that records, reproduces, and shares the entire AI development process. Azwell AI supports adoption, training, and operations.
W&B AI Developer Platform Portfolio
From traditional ML to generative AI — manage experiments, models, data, and LLM apps in one system of record.
Experiment tracking, hyperparameter optimization, model registry, and data/model versioning record and reproduce your ML development.
- Experiments: automatic logging of metrics, hyperparameters, and system metrics
- Sweeps: automated large-scale hyperparameter search
- Registry · Artifacts: model and dataset versioning with lineage
Trace LLM application calls, quantify their quality, and protect them in production with guardrails.
- Tracing: prompts, responses, tokens, cost, and latency
- Evaluations: LLM-as-a-judge quality evaluation
- Guardrails · Online Evals: real-time safety and quality monitoring
Share results with Reports, and deploy via SaaS, dedicated cloud, or on-premises to match regulatory and security requirements.
- Reports: share experiments and results as interactive documents
- Governance with role-based access control and audit logs
- Multi-tenant SaaS · Dedicated Cloud · Self-managed (on-premises)