Community feedback informs AI integration at Queen's | Queen's Gazette

# Community Engagement Drives AI Strategy at Queen's University **Understanding stakeholder needs before implementing new technology isn't just smart—it's essential.** Queen's University recently demonstrated this principle by conducting a comprehensive artificial intelligence (AI) needs assessment survey that gathered input from more than 2,200 faculty members, staff, and students. This large-scale consultation represents a model approach to institutional AI integration. Rather than imposing top-down technological solutions, Queen's prioritized community feedback to shape their AI strategy. The survey captured diverse perspectives across the university ecosystem, ensuring that implementation plans align with actual user needs and concerns. This methodology reduces resistance to change while increasing the likelihood of successful adoption. **Key Takeaways for Organizations:** The Queen's approach offers valuable lessons for businesses considering AI integration. First, stakeholder engagement at scale provides critical insights that prevent costly missteps. Second, inclusive consultation builds organizational buy-in and identifies potential barriers early. Finally, data-driven decision-making based on user needs creates more effective technology strategies. **The Bottom Line:** Before your organization rushes into AI implementation, consider following Queen's example. Conduct thorough needs assessments, engage stakeholders at all levels, and let user feedback guide your strategy. This investment in understanding your community's requirements will pay dividends through smoother adoption, better outcomes, and stronger organizational alignment. #ArtificialIntelligence #AIStrategy #ChangeManagement #DigitalTransformation

# Community Engagement Drives AI Strategy at Queen's University

**Understanding stakeholder needs before implementing new technology isn't just smart—it's essential.** Queen's University recently demonstrated this principle by conducting a comprehensive artificial intelligence (AI) needs assessment survey that gathered input from more than 2,200 faculty members, staff, and students.

This large-scale consultation represents a model approach to institutional AI integration. Rather than imposing top-down technological solutions, Queen's prioritized community feedback to shape their AI strategy. The survey captured diverse perspectives across the university ecosystem, ensuring that implementation plans align with actual user needs and concerns. This methodology reduces resistance to change while increasing the likelihood of successful adoption.

**Key Takeaways for Organizations:**

The Queen's approach offers valuable lessons for businesses considering AI integration. First, stakeholder engagement at scale provides critical insights that prevent costly missteps. Second, inclusive consultation builds organizational buy-in and identifies potential barriers early. Finally, data-driven decision-making based on user needs creates more effective technology strategies.

**The Bottom Line:**

Before your organization rushes into AI implementation, consider following Queen's example. Conduct thorough needs assessments, engage stakeholders at all levels, and let user feedback guide your strategy. This investment in understanding your community's requirements will pay dividends through smoother adoption, better outcomes, and stronger organizational alignment.

#ArtificialIntelligence #AIStrategy #ChangeManagement #DigitalTransformation

Original Source

More than 2200 faculty, staff, and students shared their perspectives in an artificial intelligence (AI) needs assessment survey led by the ...