The Hospitality Sales and Marketing Association International (HSMAI) Foundation has released its latest special report, “Case Study: The Future Talent Pipeline”, the final installment in its ongoing research series on the state of generative AI in talent management for hotel sales, marketing and revenue management. The report explores how hospitality students are already integrating generative AI into their academic workflows and what that means for the future commercial workforce.

The findings point to a growing “AI literacy mismatch” between classroom habits and operational readiness in hospitality organizations. While students report regular AI usage and strong confidence experimenting with tools like ChatGPT, many also acknowledge feeling underprepared by formal academic programs when it comes to applying AI responsibly in real-world business settings.

Key findings from the case study include:

• ‍Confidence-Preparedness Paradox: Students rated their confidence in applying AI to work tasks at 3.24 out of 5, while rating their program’s preparation at 2.78 out of 5, implying students are self-teaching AI through experimentation more than through structured curriculum‍
• Habitual AI Use: Most students report using AI regularly, though usage remains concentrated around writing, research and conversational tools rather than operational or analytical applications‍
• Commercial Skills Disconnect: Students identified data analysis as highly important for future hospitality careers, yet current AI use remains heavily weighted toward academic productivity tasks‍
• Recruitment Expectation-Usage Disconnect: While students expect employers to leverage AI in recruiting and candidate screening, only 16% report using AI to support their own job search efforts‍
• Need for Structured AI Literacy: Onboarding, governance, validation practices and operational AI training will become increasingly essential for hospitality organizations

The study also outlines strategic guidance for employers across recruitment, professional development, retention and workplace trust, encouraging organizations to move beyond viewing AI primarily as a writing tool and instead focus on its potential for operational analytics, decision support and commercial performance.

“Students are entering the workforce with established AI habits and confidence, but employers must equip future talent with the training, governance and decision-making frameworks needed to apply AI tools successfully in real-world hotel operations.” said Brian Hicks, president and CEO of HSMAI.

Amanda Voss, chair of the HSMAI Foundation added: “Hospitality has always been a people-first industry, and that won’t change with AI. What will change is how organizations prepare and empower their teams. The companies that invest early in AI education and operational readiness will be best positioned to cultivate the next generation of commercial talent.”

The report is made possible with the support of the HSMAI Foundation’s 2026 Corporate Talent Partners and authored by Michael J. Goldrich, founder and chief advisor of Vivander Advisors.

To access the full report and additional HSMAI Foundation research, visit global.hsmai.org/research.