• AI4PI - Artificial Intelligence for Performance Improvement

    Advancing Human Performance in the Age of AI

    AI4PI is ISPI’s flagship professional pathway uniting evidence-based performance science with artificial intelligence. Built on the AI4PI Framework, it connects learning, tools, credentials, and recognition—empowering professionals to design and lead ethical, human-centered AI interventions that advance performance.

  • ISPI's Exclusive AI Tools

    Explore custom AI tools created by ISPI—built from ISPI research, resources, and practice standards—to help you design, test, and apply ethical, human-centered performance solutions.

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    ✨ AI4PI Framework

    A Model to Design and Implement Effective, Responsible, Human-Centered AI4PI Solutions

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    AI Guide to ISPI

    Get quick answers, resources, and guidance to help you make a difference.

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    AI4PI Advisor

    AI For Learning and Performance Professionals that is grounded in research from PIJ and PIQ.

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    AI Performance Coach

    AI for Leaders & Managers: The Guide to Systematic and Sustainable PI

  • The AI4PI Initiative

    ISPI’s AI4PI initiative equips performance professionals to lead in the age of AI. By integrating ethics, evidence, and innovation, we’re transforming how people learn, work, and improve performance through the AI4PI Framework, Journey, Award, and Certified AI Technologist (CAIT) Certification.

    The focus of AI4PI is not on the technology itself, but on how PI professionals can utilize AI in their practice and as a performance intervention.

    The AI4PI Professional Pathway

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    AI4PI Journey

    Launching January 2026!

    The AI4PI Journey is a self-paced, project-based learning program that teaches professionals how to apply AI responsibly in performance improvement—using ISPI's AI4PI Framework, tools, and real-world practice.

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    AI4PI Certification

    Launching January 2026!

    The Certified AI4PI Technologist (CAIT) is a specialized certification for professionals who can skillfully and ethically apply AI to drive performance improvement.

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    AI4PI Award

    Application Window Closed

    The AI4PI Award recognizes projects that utilize AI responsibly to advance human and organizational performance.

  • The AI4PI Framework

    An Evidence-Based Model to Design and Implement Effective, Responsible, and Sustainable Human-Centered AI4PI Solutions

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    AI4PI Principle #1

    Human Oversight of AI4PI Solutions

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    AI4PI Principle #2

    Data Integrity and Privacy

    3

    AI4PI Principle #3

    Biases and Ethical Considerations

    4

    AI4PI Principle #4

    Governance and Risk Management

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    AI4PI Process

    Step #1

    Discovery, Needs Analysis

    2

    AI4PI Process

    Step #2

    AI4PI Solution Definition

    3

    AI4PI Process

    Step #3

    AI - Human Collaboration Design and Development

    4

    AI4PI Process

    Step #4

    Accuracy and Trustworthiness

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    AI4PI Process

    Step #5

    Deployment and Auditing

    6

    AI4PI Process

    Step #6

    Outcome and Overall Impact

  • FAQs

    Find answers to common questions about the AI4PI Framework, Journey, Credential, and Award.

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    Whether you are a Learning Professional, Manager, Leader, Student, or Faculty, ISPI has the Tools, Strategies, and Resources to Help You Make a Difference.