# Unlock the potential of AI for critical government agencies with Weights & Biases

From fraud detection and threat prevention to critical infrastructure security and enhanced service experiences, W&B helps transform impossible missions into reality.

## Trusted by leading public sector agencies, used to solve the nation’s most critical missions

In national defense, agencies use W&B to analyze geospatial data, optimize object detection models, and build robots to make our nation a safer place.

In the energy community, agencies use W&B to build fraud detection and cybersecurity solutions that ensure the safety of critical assets and the security of the nation’s data.

Public health organizations use W&B to build chatbots for patient care and leverage natural language processing to better manage electronic health records.

## Predict accurately, act proactively

Conquer the most mission-critical problems with Weights & Biases’ collaborative & visual MLOps platform. Gain insights instantly and build models iteratively for optimal outcome. Act early and proactively to minimize adversarial impact and stay ahead of potential threats.

## Build intelligence & robustness with a modern ML stack

Modernize your ML stack and unlock cutting-edge use cases and best practices with W&B. From computer vision and time-series predictions to chatbots and autonomous systems, turn ML innovations into solutions that lead to better outcomes for our citizens.

## Build trusted models with explainability and fairness

Explainability and fairness are the keys to public trust. Gain continuous insights into model behavior and detect bias instantly with Weights & Biases. Easily communicate results with key stakeholders using custom visuals and templated reports. Trust made easy with W&B.

## Reproducibility and compliance out of the box

Weights & Biases is your powerful system of all ML records. Capture every detail of your ML activities, versions, and changes to reproduce models in seconds. Record model evolutions and compare metrics, lineages, and datasets. Update and rollback models with ease and keep compliance documentation at your fingertips.

## Work securely in your chosen environment

Power up your models without sacrificing security. Deploy Weights & Biases in the cloud or on-prem with custom permissions and data obfuscation to fit your privacy protocols. Easily import and export everything logged. Keep all your data secure.

## See W&B in action

### Wildfire Smoke Detection with W&B and Roboflow

[Read the report](https://wandb.ai/ivangoncharov/yolov5-roboflow-wandb/reports/YOLOv5-Wildfire-Smoke-Detection-with-Roboflow-and-Weights-Biases--VmlldzoyMzc2Mjg0?galleryTag=computer-vision)

### Synthetic Training Data & Scene Composition for at SBX Robotics

[Read the report](https://wandb.ai/artem_sbx/sbx-kitchen-wandb/reports/SBX-Robotics-Synthetic-Training-Data-Scene-Composition-with-Tables--Vmlldzo4MDk1MDE?galleryTag=health-care)

### How W&B Can Help you Follow Audits & Regulatory Guidelines

[Read the report](https://wandb.ai/aarora/reports/reports/How-Weights-and-Biases-Can-Help-with-Audits-Regulatory-Guidelines--VmlldzoxMTc1ODk4)

### Satellite Data for disaster response and maritime domain awareness in W&B

[Read the report](https://wandb.ai/wandb-usecases/capella-space/reports/How-Capella-Space-Produces-World-Class-Satellite-Data-with-the-Help-of-Weights-Biases--Vmlldzo5MjM0ODU)

### Fraud detection with W&B

[Read the report](https://wandb.ai/wandb_fc/use-cases/reports/How-Socure-Fights-Fraud-With-Machine-Learning--VmlldzozMDExNTAw?galleryTag=computer-vision)

### Fighting Plastic Pollution in Oceans with W&B

[Read the report](https://wandb.ai/matt24/plastic-in-river/reports/Fighting-Plastic-Pollution-in-Oceans-with-Deep-Learning--VmlldzoyMzM2ODUz?galleryTag=computer-vision)

## The Weights & Biases end-to-end AI developer platform

- **Weave**
  - **Traces**: Debug agents and AI applications
  - **Evaluations**: Rigorous evaluations of agentic AI systems
  - **Playground**: Explore prompts and models
  - **Agents**: Observability tools for agentic systems
  - **Guardrails**: Block prompt attacks and harmful outputs
  - **Monitors**: Continuously improve in prod
  - **Models**: Track and visualize your ML experiments
  - **Sweeps**: Optimize your hyperparameters
  - **Tables**: Visualize and explore your ML data
  - **Core**: Explore hosted, open-source LLMs
  - **Registry**: Publish and share your AI models and datasets
  - **Artifacts**: Version and manage your AI pipelines
  - **Reports**: Document and share your AI insights
  - **SDK**: Log AI experiments and artifacts at scale
  - **Automations**: Trigger workflows automatically

## Build robustness and deliver better public services with Weights & Biases