In this powerful third installment of the AI for Buyers series on the Generation AI podcast, hosts Ardis Kadiu and Dr. JC Bonilla tackle a critical but often overlooked stage of AI implementation in higher education — the proof of concept (POC). From defining what a real POC should look like to diagnosing red flags and showcasing key metrics, this episode equips higher ed leaders with a strategic playbook to move beyond flashy demos and into sustainable AI adoption. Whether you’re piloting an AI-powered admissions assistant or exploring automation in student success workflows, this episode delivers the clarity and confidence you need to make AI stick.

00:00 "Effective AI Proof of Concept"

03:43 Effective POCs: Short, Structured Success

09:33 "Defining POC Success Metrics"

11:47 AI Metrics for Student Support

13:24 "Key Metrics for Strong POCs"

19:04 "AI with Limited System Integration"

20:56 AI Hallucinations and Red Flags

24:29 "Enterprise AI: Human Oversight Needed"

28:00 AI Pricing Challenges and Red Flags

30:12 "Evaluating Data Connection Solutions"

33:50 "Scaling and Deployment Challenges"

39:22 "Generation AI: Higher Ed Insights"

40:28 "AI-Driven Student Engagement"

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Connect With Our Co-Hosts:
Ardis Kadiu
https://www.linkedin.com/in/ardis/
https://twitter.com/ardis

Dr. JC Bonilla
https://www.linkedin.com/in/jcbonilla/
https://twitter.com/jbonillx

About The Enrollify Podcast Network:
Generation AI is a part of the Enrollify Podcast Network. If you like this podcast, chances are you’ll like other Enrollify shows too! 

Enrollify is made possible by Element451 — The AI Workforce Platform for Higher Ed. Learn more at element451.com. 

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