| Time management & motivation | AI sends reminders, tracks progress, and nudges students to stay on track. | Use AI tools in Canvas to send weekly check-ins, deadline reminders, and progress alerts. |
| Difficulty with math, English, and complex concepts | AI tutors provide step-by-step explanations and personalized practice. | Recommend AI tutoring tools and embed them into assignments or course pages. |
| Low engagement in courses | AI generates interactive activities, real-world examples, and discussions. | Use AI to redesign lectures into interactive activities or culturally relevant case studies. |
| Need for supportive, responsive faculty | AI helps generate timely, personalized feedback and communication. | Use AI to draft feedback, outreach emails, and announcements to increase presence. |
| Balancing work, family, and school | AI supports flexible pacing and personalized learning pathways. | Break content into smaller modules and allow flexible deadlines where possible. |
| Confusion navigating college resources | AI chatbots provide 24/7 answers about counseling, transfer, and services. | Direct students to AI chat tools and include links in your syllabus/Canvas. |
| Inconsistent access to counseling/support | AI provides immediate guidance when human services are unavailable. | Encourage students to use AI for quick questions while referring complex issues to counselors. |
| Risk of falling behind or dropping | AI early alert systems identify at-risk students based on behavior. | Monitor alerts and intervene early with emails, check-ins, or referrals. |
| Need for culturally relevant learning & belonging | AI helps generate culturally responsive examples and content. | Use AI to incorporate Latino-relevant examples, scenarios, and perspectives into lessons. |