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Responsible AI Tools and Practices | Microsoft AI
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Microsoft Responsible AI
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Evaluate, understand, and make informed decisions about your AI systems.
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Discover tools that can help your organization map, measure, and manage AI risks throughout the development cycle to reduce the risk of harm.
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Microsoft Responsible AI Standard
Explore internal guidance from Microsoft on how to design, build, and test AI systems.
AI Impact Assessment Guide
Explore internal guidance from Microsoft for assessing the impact of AI.
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AI Impact Assessment Template
Get the Microsoft template for assessing the impact of AI.
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Human-AI Experience Toolkit
Use this toolkit to plan and design human-centered AI systems.
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Microsoft Foundry Control Plane
Centralize oversight to monitor, govern, and optimize AI performance, cost, and compliance.
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Content Safety in Foundry Control Plane
Automatically identify and block unsafe content in generative AI prompts and outputs for your application.
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Microsoft Purview
Safeguard and manage the compliance of all your data for AI tools and systems.
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AI Impact Assessment Guide
Explore Microsoft internal guidance for assessing the impact of AI.
AI Impact Assessment Template
Get the Microsoft template for assessing the impact of AI.
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AI Red Teaming
Learn how to safeguard your organization's AI with guidance and best practices from the industry leading Microsoft AI Red Team.
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Threat modeling
Gain perspective and resources to help you integrate threat modeling into your software development lifecycle (SDLC).
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Accelerate Red Teaming with PyRIT
Learn how the open automation framework empowers red teams to uncover risks in generative AI systems.
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Failure Modes in Machine Learning
Identify threats, attacks, and vulnerabilities—and plan for countermeasures—using this framework.
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Inclusive Design
Explore Microsoft’s inclusive design methodology which draws on a wide range of diverse perspectives.
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Responsible AI dashboard
Assess and improve model fairness, accuracy, and explainability with the Responsible AI dashboard.
Fairlearn
Assess your AI system's fairness, then mitigate any observed bias, by installing this open-source package.
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InterpretML
Understand ML models, including glass-box models and blackbox systems, with help from this open-source toolkit.
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Error Analysis
Identify and diagnose ML model errors with this responsible AI toolkit for improving model accuracy.
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Evaluate GenAI apps
Assess generative AI apps for quality and safety using human review and AI-assisted metrics in Microsoft Foundry.
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EconML
Estimate causal effects or responses from observational data using ML techniques with this Python package.
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Counterfit
Assess the security of your ML systems using a generic automation layer.
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Microsoft Purview
Safeguard and manage the compliance of all your data for AI tools and systems.
Confidential computing
Increase data privacy and security surrounding business and consumer data by protecting data in use for AI.
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Microsoft Defender for Cloud
Proactively mitigate risks and identify threats to AI apps, from code to cloud, with comprehensive security.
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Microsoft SEAL
Perform computations directly on encrypted data with this open-source homomorphic encryption library.
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Presidio
Protect sensitive data with customizable, context-aware de-identification features for text and images.
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Azure AI
Responsibly build intelligent apps at enterprise scale with the Azure AI portfolio.
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Azure Policy
Achieve organization-wide cloud compliance by setting guardrails and creating policies to govern your resources.
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Responsible AI Toolbox
Access a suite of open-source tools designed to help you assess, develop, and deploy AI responsibly.
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AI for Leaders
Discover how to drive business impact by creating effective AI strategies.
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CUSTOMER STORIES
See responsible AI innovations across industries
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Raiffeisen Bank International launches its own ChatGPT using Azure OpenAI Service
Discover how RBI improves productivity and customer service with AI.
Perplexity.AI develops a trailblazing AI answer engine with Azure AI Studio
Learn how Perplexity.AI doubles throughput and cuts costs with AI.
Unity builds a game developer AI assistant with Azure OpenAI Service
Find out how Unity makes troubleshooting easier for developers.
IWill Therapy and IWill CARE uses Azure AI to help improve clients’ mental health
Learn how IWill’s Hindi-speaking bot expands therapy access in India.
CARE relies on data and Azure AI to help prepare for global emergencies
Discover how CARE improves emergency readiness with AI insights.
PwC champions sustainability with Microsoft Sustainability Manager and other innovative technology solutions
Learn how PwC helps clients drive sustainable growth.
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AI learning
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Deepen your understanding of how to use and develop AI responsibly.
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Featured partners
Explore solutions from industry-leading partners
Find apps and solutions to support responsible AI adoption with the Microsoft partner ecosystem.
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Content Safety in Foundry Control Plane
Learn how to develop guardrails for responsible AI applications.
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Microsoft Foundry
Design, customize, and monitor AI apps and agents at scale.
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Microsoft Security Copilot
Protect your organization with an AI-powered assistant for security and IT operations.
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