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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.
✨ AI4PI Framework
A Model to Design and Implement Effective, Responsible, Human-Centered AI4PI Solutions
✨ AI Guide to ISPI
Get quick answers, resources, and guidance to help you make a difference.
✨AI4PI Advisor
AI For Learning and Performance Professionals that is grounded in research from PIJ and PIQ.
✨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
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.
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.
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
- 1
AI4PI Principle #1
Human Oversight of AI4PI Solutions
2AI4PI Principle #2
Data Integrity and Privacy
3AI4PI Principle #3
Biases and Ethical Considerations
4AI4PI Principle #4
Governance and Risk Management
Six Process Steps
Click here for additional details and implementation guidelines.
1AI4PI Process
Step #1
Discovery, Needs Analysis
2AI4PI Process
Step #2
AI4PI Solution Definition
3AI4PI Process
Step #3
AI - Human Collaboration Design and Development
4AI4PI Process
Step #4
Accuracy and Trustworthiness
5AI4PI Process
Step #5
Deployment and Auditing
6AI4PI Process
Step #6
Outcome and Overall Impact
FAQs
Find answers to common questions about the AI4PI Framework, Journey, Credential, and Award.
What is AI4PI?
What are the main components of the AI4PI initiative?
What makes AI4PI unique?
How does AI4PI align with ISPI’s Standards?
What is the difference between the CAIT and the CPT?
Who is the AI4PI Journey for?
What will I learn in the AI4PI Journey?
What is the AI4PI Award?
Who can apply for the AI4PI Award?
Whether you are a Learning Professional, Manager, Leader, Student, or Faculty, ISPI has the Tools, Strategies, and Resources to Help You Make a Difference.
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