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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.
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.


AI4PI Journey
Available now!
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
Special introductory rate for ISPI members through December 2026
The Certified AI Performance Technologist (CAIT) is a specialized certification for professionals who can skillfully and ethically apply AI to drive performance improvement.

AI4PI Award
Application Window Opens in July
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?
AI4PI (Artificial Intelligence for Performance Improvement) is an ISPI initiative that integrates AI responsibly into performance improvement practice. It helps professionals design, implement, and evaluate ethical, human-centered AI solutions that enhance organizational results.
What are the main components of the AI4PI initiative?
AI4PI includes three core components:
The AI4PI Journey – A self-paced learning experience that teaches how to apply AI using ISPI’s frameworks and tools.
The AI4PI Award – Celebrates outstanding projects that apply AI to achieve measurable performance improvement.
The AI4PI Credential – A professional certification recognizing proven expertise in applying AI within performance improvement contexts.
What makes AI4PI unique?
AI4PI is the only evidence-based, professional program integrating AI into performance improvement using ISPI’s principles. It focuses on measurable results, ethical governance, and human-centered design—not just technology adoption.
How does AI4PI align with ISPI’s Standards?
AI4PI directly supports ISPI’s 10 Standards for Performance Improvement, helping practitioners apply AI responsibly across all phases—from defining need to evaluating results—while maintaining measurable, ethical outcomes.
What is the difference between the CAIT and the CPT?
The Certified AI Performance Technologist (CAIT) is a specialized certification that validates a professional’s ability to design, implement, and evaluate AI-enabled performance interventions using the AI4PI Framework.
The Certified Performance Technologist (CPT) is ISPI’s flagship credential, demonstrating mastery across all ten ISPI Standards and the full scope of performance improvement practice.Who is the AI4PI Journey for?
The AI4PI Journey is designed for performance improvement practitioners, consultants, learning leaders, and organizational strategists who want to integrate AI into their practice and design and implement AI-based solutions.
What will I learn in the AI4PI Journey?
Participants learn to:
- Apply the AI4PI Framework to real performance challenges
- Use AI tools as practical interventions
- Design and evaluate AI-driven solutions
- Ensure ethical, transparent, and human-centered AI practice
What is the AI4PI Award?
The AI4PI Award recognizes innovative projects that apply artificial intelligence to improve human and organizational performance. It celebrates individuals and teams that demonstrate ethical, measurable, and human-centered use of AI aligned with the AI4PI Framework.
Who can apply for the AI4PI Award?
Any individual or team that has implemented an AI-enabled performance improvement initiative is eligible to apply. Projects can come from business, government, nonprofit, or academic settings and must demonstrate measurable results and alignment with the AI4PI Framework.

Ready to begin your AI4PI Journey?
Click the button and then select "Sign in with ISPI". Use your ISPI credentials to login.
ISPI is a 501(c)(3) nonprofit organization. All donations are tax-deductible to the extent permitted by law. EIN: 52-1080922
International Society for Performance Improvement © 2026







