AI Essentials: TRIO Programs
Who we serve

Your students are the ones AI will hit hardest if they're not ready

They're also the ones most underserved by every AI training product on the market. AI Essentials was built for exactly the population TRIO exists to serve.

Upward Bound Student Support Services Educational Opportunity Centers Talent Search Upward Bound Math-Science Veterans Upward Bound Ronald E. McNair Post-Baccalaureate
First-generation college students working together

"First-generation students deserve to enter the workforce with the same AI fluency as anyone else. Right now most of them don't have it."

The gap is real. And it's widening.

48%
of 2025 graduates felt unprepared to apply for entry-level positions, with 56% citing job-specific skills as their biggest gap.
Cengage Group 2025 Graduate Employability Report
39%
of core workforce skills will change by 2030, with AI and big data topping the list of fastest-growing skills employers need now.
World Economic Forum, Future of Jobs Report 2025
7x
growth in demand for AI fluency in just two years, from 1 million to 7 million workers in occupations where AI skills are now explicitly required.
PwC 2025 Global AI Jobs Barometer
Why this matters

This isn't a vendor relationship. It's a mission match.

TRIO exists because access to higher education and economic opportunity should not be determined by where you were born or what your parents did for work. That belief is built into every federal dollar behind these programs.

AI Essentials exists for the same reason. We build sector-specific AI training for the populations that workforce training has historically left behind: first-generation students, adult learners returning to the workforce, low-income communities, and rural populations who never had access to the kind of career development that urban institutions take for granted.

When a TRIO program partners with AI Essentials, both organizations are doing the same work from different angles. One building the path, the other putting the tools in the hands of the people walking it.

Diverse students studying together on campus

"A first-generation student who graduates AI-fluent is more employable, more confident, and less likely to be displaced in the first wave of workforce AI disruption."

The programs

Built for every TRIO program type

Each TRIO program serves a different population at a different stage. AI Essentials adapts to fit your program's structure, your students' starting point, and your reporting requirements.

Upward Bound high school students
High school students
📚
Upward Bound

Upward Bound students are preparing for college and the workforce simultaneously. AI Essentials gives them a credential and a skill set that sets them apart on college applications and in their first jobs.

AI literacy certification before graduation
Sector exploration across 6 industry tracks
Stackable credential for college applications and resumes
Talent Search middle and high school students
Middle and high school students
🔍
Talent Search

Talent Search students are still forming their sense of what careers are possible for them. Introducing AI skills at this stage plants a seed of confidence and capability that compounds over time.

Age-appropriate AI literacy foundations
Career exploration through AI tools in real industry contexts
Early credential that follows them into Upward Bound and SSS
Student Support Services college students
College students
🎓
Student Support Services

SSS students are in college but navigating it without the family networks others take for granted. AI fluency gives them a concrete competitive advantage in internships, part-time work, and post-graduation employment.

AI skills tied to their declared major or career interest
Pre and post assessment data for APR academic skills category
Credential to strengthen internship and job applications
Educational Opportunity Centers adult learners
Adult learners
🏢
Educational Opportunity Centers

EOC serves adults navigating a return to education while managing jobs, families, and financial pressure. AI training that is practical, fast, and directly connected to workforce outcomes meets them where they are.

Workforce-aligned AI tracks in Healthcare, Business, Manufacturing
Completion possible alongside work and family commitments
Measurable skills gain for APR employment outcome documentation
Veterans Upward Bound students
Veteran students
🎖️
Veterans Upward Bound

Veterans Upward Bound students bring discipline and real-world experience. What many lack is exposure to the AI tools now reshaping the industries they are entering. AI Essentials gives them sector-specific fluency that translates immediately into their career goals.

AI training aligned to high-demand veteran employment sectors
Credential that complements existing military service documentation
Pre and post assessment data for APR academic skills documentation
McNair Scholars graduate research students
First-gen graduate school-bound students
🔬
Ronald E. McNair Post-Baccalaureate

McNair Scholars are preparing for doctoral programs and research careers. AI fluency is increasingly essential in academic research, data analysis, and scholarly publishing, and McNair students deserve to enter graduate school already ahead of the curve.

AI tools for research, data analysis, and literature review
Credential that strengthens graduate school applications
Skills that translate directly into dissertation and lab work
Reporting

Your APR outcomes, already documented.

Every AI Essentials cohort produces pre and post assessment data that maps directly to Annual Performance Report outcome categories. When your program year ends, you have the documentation ready. No extra steps, no manual data collection.

✦ Built for APR reporting from day one
How AI Essentials data maps to your APR
Pre and post assessment delta scores
→
Academic skills gains outcome
AI credential earned
→
Postsecondary enrollment or credential attainment
Sector-specific track completion
→
Career exploration and workforce readiness
Cohort completion rate
→
Program participation and retention metrics
What a deployment looks like

From kickoff to cohort report in four weeks

Here is what a typical Student Support Services deployment looks like from start to finish. Every program type follows a similar structure, adapted to your cohort size and schedule.

1
Pre-assessment
All 40 students complete a sector-specific AI readiness baseline. Results give your program a clear picture of where each learner starts.
2
Cohort training
Students move through 12 hours of AI Essentials coursework in their selected track. Delivered in whatever format fits your program schedule.
3
Post-assessment
Every learner completes the post-assessment. Skills gain is calculated per student and aggregated for the cohort.
4
Credential and report
Students receive their AI-Ready certificate. You receive a cohort impact report with pre and post data ready for APR documentation.
What your students receive
A stackable AI credential, measurable skills gain, and a competitive advantage in internship and job applications
What your program receives
A cohort impact report with pre and post data formatted for APR outcome documentation
What your institution receives
A replicable AI readiness model that can scale across programs, cohorts, and academic years
Get started

Bring AI Essentials to your TRIO program

Tell us about your program and we will reach back out within two business days to talk through what a cohort deployment would look like for your specific student population and schedule.

Upward Bound and Upward Bound Math-Science
Student Support Services
Educational Opportunity Centers
Talent Search
Veterans Upward Bound
Ronald E. McNair Post-Baccalaureate
Ready to talk?

Connect with our team to discuss a cohort deployment tailored to your TRIO program type, student population, and reporting requirements.

Learn More

We respond to all inquiries within 24 Hours.