Build trusted, explainable models in financial services with Weights & Biases
Forecast with greater accuracy, rapidly build models with explainability and fairness, and securely collaborate in regulated environments
Trusted by the biggest banks and financial services companies in the world
Royal Bank of Canada, a world-renowned financial institution, is revolutionizing their trade execution strategies using machine learning in W&B.
Socure, the market leader in identity verification, uses W&B to streamline ML workflow and keep everyone’s wallet more secure.
Square helps its users deliver effective customer service through Conversational AI, by using W&B to optimize their ML lifecycle and deliver machine learning at scale.
Vastly improve speed and scale across all use cases
Weights & Biases allows financial services institutions to drastically increase the data scale and time-to-value across myriad use cases. Improve time-series predictions, optimize investment decisions, build accurate credit models, personalize customer interactions and offers, protect against fraud, and more.
Examples
Optimize model training and predictions
Optimize your models with W&B’s support for AutoML, hyperparameter tuning, and auto-retraining. With the ability to run more ML experiments than ever, and the insights to better understand the models you’re building, W&B helps your organization stay agile in an ever-changing business environment.
Examples
Build trusted, explainable models
Building trust with both customers and regulators is paramount, and Weights & Biases’ continuous insights into model behavior and bias detection will help you ensure explainability and fairness in your ML process. With configurable visualizations and templated reports that can be easily shared and interpreted by your Risk team, W&B will level-up your team’s efforts in reducing bias while also improving collaboration.
Examples
Reproducibility and regulatory tools out of the box
Weights & Biases is your powerful system of all ML records to help with audits and regulatory guidelines. 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.
Industry-leading security and compliance
W&B is SOC 2 Type II compliant with robust enterprise-grade information security policies. Our SaaS offering is fully GDPR-compliant and Privacy Shield-certified. W&B also supports enterprise installations in private cloud and on-prem clusters that can plug in easily with other tools in your ML workflow.
See W&B in action
Financial Sentiment Analysis with FinBERT in W&B
Build Credit Models with AutoML in W&B
Build Interpretable Credit Models with XGBoost in W&B
Credit Models Bias & Fairness in W&B
Predicting era-wise correlation with the Numerai Super Massive Dataset
Reduce loss in OCR models with LayoutLM
Collaborate on Deep Reinforcement Learning model for Multi-stock trading
