Trusted AI

We deliver tools to our employees, customers and partners for developing and using AI responsibly, accurately and ethically.

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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.

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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.

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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.

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