AACSB vote: April 14, 2026 · Effective: July 1, 2026 — Accreditation reviews in 2027–28 require multi-year evidence. Preparation starts now.
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Fluency Is Now an Accreditation Requirement

AACSB’s 2026 standards make AI literacy a formal accreditation requirement. QuantHub is the easiest way to get your institution ready.

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Three things just got harder to ignore.

AI expectations are rising, accreditation standards are changing, and schools need a clear path to prepare their students.

AI literacy is now required

AACSB’s new Standard 4.3 makes AI literacy a formal expectation across all programs, not just a tech elective.

You have to prove it

Schools must document learning outcomes, assessment results, and evidence of improvement for every degree program.

Faculty are part of the equation

Reviewers will look at whether faculty are trained and whether your teaching systems reflect these new expectations.

Every requirement. Already covered.

Everything you need to meet AI literacy standards is built in — from training to verification.
AACSB Standard 4.3 Requirements
What AACSB Requires
What QuantHub Provides

AI literacy across all programs, not just electives

Ready-built courses for Marketing, Finance, Operations, and Management. Plug in and go.

Technology integrated across the curriculum

Drops into your existing LMS in days.
No new courses needed.

Students who can evaluate and question AI outputs

Every module teaches students to think criticallyabout AI,
not just use it.

Documented learning outcomes for every program

Pre-built assessment rubrics and Table 5-1 reports ready
for your reviewers.

Ongoing improvement evidence

Dashboards track student progress and generate the documentation you need.

Faculty training and development

Structured onboarding gets your faculty confident and ready.

The easy button for AI fluency compliance.

QuantHub is built specifically for business schools. Everything your institution needs to meet Standard 4.3 is already here.
Request a Demo
Pre-mapped to AACSB requirements
Every course comes with learning outcomes already aligned to Standard 4.3.No extra work on your end.
Up and running in weeks
Integrates with your existing LMS quickly. Your faculty can start teaching before the semester does.
Reports your reviewers will love
Assessment evidence and improvement documentation generated automatically, every semester.
Made for business schools
Content built for Marketing, Finance, Supply Chain, and Management. Not generic. Not repurposed.

Don’t Just Take Our Word for It…

Focused on outcomes that matter—helping learners apply AI confidently in real-world contexts.

More Clarity for Students

5.0

QuantHub is an easy resource to incorporate valuable lessons into each class. I don’t have to lesson plan around it, and it doesn’t require any extra work on my end.

Greg Cottrell

Senior Instructor of MIS

More Clarity for Students

5.0

QuantHub’s modules put faculty in the driver’s seat. They’re flexible, practical, and meet educators where they are in their AI journey.

Greg Cottrell

Senior Instructor of MIS

More Clarity for Students

5.0

I thought the AI essentials were useful, given how large of a role they play in our lives

Greg Cottrell

Senior Instructor of MIS

More Clarity for Students

5.0

Since adopting QuantHub, I haven’t had a single student knocking on my door saying they don’t understand the material. Previously, Excel questions alone consumed my office hours.

Greg Cottrell

Senior Instructor of MIS

The clock is already running.

Accreditation reviewers expect multi-year evidence. The schools that start now will have it.

Now
Get started Map your programs, find the gaps, and get QuantHub deployed before the end of the semester.
AACSB votes The new standards are confirmed. Schools already implementing are ahead of the curve.
April 14, 2026
July 1, 2026
Standards take effect You're live, documented, and ready.
Your review cycle Reviewers ask for evidence. You hand it over. Done.
2027–2028

Let's get your school ready.

Upload your syllabus and book a quick walkthrough—we’ll show you exactly how AI fits into your class.

Schedule a Strategy Call