University of Michigan Center for Academic Innovation
A private Nunchi hub
A private preview for the Center for Academic Innovation

Twelve million learners, one living network.

The future of learning is relational. Michigan can lead it.

Prepared for James Cleaver, Jeremy Nelson, and Sarah Dysart, ahead of our August session, following two conversations with James DeVaney.

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The evidence

Relational ability is lifelong success.

This is not a hunch. For four decades the labor market has rewarded social skill and penalized its absence, faster than it has rewarded technical skill alone.

Work keeps getting more social
Occupational task content, normalized to 50 in 1980
65 50 35 Social-skill tasks Analytical tasks Routine tasks 1980 1990 2000 2010

Recreated from NBER, David Deming, "The Growing Importance of Social Skills in the Labor Market." U.S. Censuses and American Community Surveys. nber.org

Social skills beat math skills
Real wages by skill profile, indexed to 1980 = 100
140 120 100 90 High social + high math High social + low math Low social + high math Low social + low math 1980 2000 2020

Recreated from a Financial Times graphic by John Burn-Murdoch; underlying data from Deming (2017), O*NET, and the American Community Survey. A worker strong in social but weak in math skills has out-earned the reverse.

The lesson for education is direct. Teaching content is necessary; providing opportunities to build relationships is what compounds over a lifetime.

The opportunity

Michigan already reaches the world. Now it can connect it.

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Online learners
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On-campus students
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Alumni

Michigan Online is disciplined in building courses responsive to the market at a rapid scale. The layer it has not been built for yet is the one that turns that scale into relationships: learners who find each other, stay, and come back long after a course ends.

A thread we will pull in August More than two million of those learners have already told you what they want to learn next. Right now, that signal mostly sits still.
What this looks like for CAI

Three shifts, one network.

Not a concept. Here is what your Nunchi hub does for learners, for your team, and for the institution.

For learners

The right person finds you.

Today a learner can finish a Michigan course having met no one. That is the Coursera experience.

Flip for the Nunchi shift
The Nunchi shift

On day one, a learner is grouped with their course peers and shown who to meet and why. When they want to reach out, the AI drafts the message and coaches them on how to say it. A course becomes a community, and every connection is a rep in the social skills that decide careers.

For your team

Your team, ten times over.

You have millions of learners and a small team, with no way to see who is engaged or ready to give back.

Flip for the Nunchi shift
The Nunchi shift

Nunchi turns learner activity into recommended actions and surfaces your community champions. A small team can activate those champions to host learners in their own cities, turning a global roster into regional, in-person Michigan communities.

For Michigan

Lead the future of learning.

How do you turn an online learner into a lifelong member of Michigan, and open new revenue while you do it?

Flip for the Nunchi shift
The Nunchi shift

Two million learners have already told you what they want to learn. In August we will show how that becomes your course roadmap, and how an online learner becomes a member for life.

The signature moment

Every profile answers one question: why does this person matter to you?

Not a directory entry. A living card that shows what two people share, what they can give each other, and exactly how to start, computed for the person looking at it.

Illustrative preview
Dana (you)
Applied Data Science learner
78% match
Priya R.
U-M alum · ML lead, healthcare AI
What you share

Both moved into data science mid-career; both drawn to AI in healthcare. Priya took the same series two years ago.

What you bring each other

Priya can map the path from coursework to a first ML role. Dana brings the frontline clinical context Priya's team is hiring for.

"Hi Priya, I'm partway through the Applied Data Science series you took, and I'm aiming at healthcare ML. I'd love to hear how you made that jump…"

What this is

Relational intelligence is the layer underneath everything else.

Nunchi is not a CRM, a community platform, or an event tool. It is the intelligence layer that understands the relationships in your network, not just the records, and turns them into action. We call the category Relational Program Infrastructure.

What you will explore in August is a private Nunchi hub, wearing Michigan's colors.

"We design technology to make humans irreplaceable."

Why Nunchi

Built for this, not adapted to it.

SOC 2 Type II
Independently audited
GDPR compliant
Your data stays yours

Purpose-built for relationship-driven networks

Not a CRM bent into shape, not a creator tool in disguise. The category was designed for communities like Michigan's.

Sits alongside your stack

Works with tools like Salesforce rather than replacing them.

Research-backed, not a hunch

The evidence above is where learning is already heading. Michigan would be leading toward it.

Clear data ownership

Enterprise-grade security, with a simple answer to the only question that matters: your data belongs to you.

In August

Two million learners have already told you what they want to learn.

In our session, we will show you how that signal becomes your course roadmap, and how a Michigan online learner becomes a member for life.

August 2026