We deliver tools and guidelines to our employees, customers, and partners for developing and using AI responsibly.
Model Cards for AI Model Transparency
Model cards seek to standardize documentation procedures to communicate the performance characteristics of trained machine learning and artificial intelligence models. Think of them as a sort of nutrition label, designed to provide critical information about how our models work -- including inputs, outputs, the conditions under which models work best, and ethical considerations in their use.Explore Model Cards
Ethical AI Maturity Model
Salesforce’s maturity model — a descriptive analysis of how practices start and develop over time — leverages insight from top technology companies and emerging success stories in the field. It also leans heavily on Salesforce’s experience as a leader in ethical AI practice. Check out the full AI Ethics Maturity Model to learn more about the stages of practice development and why they matter to businesses.Learn more
OmniXAI: A Library for Explainable AI
Omni eXplainable AI (OmniXAI) is an open-source Python library for explainable AI, offering omni-way explainable AI and interpretable machine learning capabilities to address many pain points in explaining decisions made by AI models in practice. OmniXAI aims to be a one-stop comprehensive library that includes a rich family of explanation methods and provides an easy-to-use unified interface to generate the explanations for your applications with only a few lines of code. OmniXAI also offers a dashboard for visualizing explanations to obtain more insights into model decisions.Learn more