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✨AI4PI - Artificial Intelligence for Performance Improvement
An ISPI platform to encourage evidence-based dialogue and practical application of AI to performance improvement.
✨ 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 and Managers
The Guide to Systematic and Sustainable PI
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
AI4PI Initiative
AI4PI is ISPI’s cutting-edge initiative that bridges evidence-based practices with emerging AI capabilities. It promotes the thoughtful, ethical, and human-centered application of AI in performance improvement, grounded in research, guided by principles, and driven by results.
AI4PI Award
The AI4PI Award honors projects that use AI responsibly to advance human and organizational performance.
AI4PI Journey
The AI4PI Journey is a self-paced program that teaches you how to apply AI tools responsibly to real performance improvement projects.
AI4PI Certification
The AI4PI Certification is a first-of-its-kind certification for professionals who can skillfully and ethically apply AI to drive performance improvement.
The AI4PI Taskforce
Leading our community. Collaborating and sharing resources.
Innovating with best practices.
Yvon Dalat
ISPI President
Dr. Lynne MacBain
ISPI Director of Innovation
AI4PI Taskforce Lead
Dr. Kasi Guillot
AI4PI Journey Team Lead
Dr. Frank Fu
AI4PI Certification Lead
George Limin Gu
ISPI Past-President
Jie Chen
ISPI Award Committee Chair
ISPI Innovation
ISPI Innovation is where future-focused professionals come together to test what’s next.
ISPI Innovation is a bold new program dedicated to exploring emerging tools, technologies, and trends that drive performance improvement. As a newly launched initiative, ISPI Innovation is home to groundbreaking efforts like the AI for Performance Improvement (AI4PI) project, which empowers professionals to integrate human-centered AI solutions into real-world performance challenges.
Contribute to our AI4PI Insight Center
Complete this short form to submit your valuable AI resources, tools, or strategies for consideration.
Name *Email *Resource Title & Description *Share the title or name of your resource and a brief description.Resource LinkResource Sharing Consent
By sharing your resources, contributions, or content ("Resources") with the International Society for Performance Improvement (ISPI)'s Insight Center, you agree to the following terms:
- Attribution: ISPI will make all reasonable attempts to name the original creator for all resources shared, unless you request to remain anonymous.
- Warranties: You represent and warrant that you have all necessary rights, permissions, and authority to share the Resources and that the Resources do not infringe or violate any third-party rights, including but not limited to copyrights, trademarks, or privacy rights.
- Responsibility: You acknowledge that you are solely responsible for the Resources you share and that ISPI is not responsible for any use, misuse, or distribution of the Resources outside the terms of this consent.
- Removal: ISPI reserves the right to remove or refuse any Resources at its sole discretion. You may request the removal of your Resources at any time by contacting ISPI.
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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