HBR — The Neuroscience of Trust (Zak, 2017)
~50%
higher productivity in high-trust workplaces
View source →Vizuna for Education
Pilot-safe rollout
By the time you hear about it, the project is already over.
Student teams rely on healthy working relationships, but programmes only hear about problems at assessment. Vizuna gives students useful feedback during the project, and faculty a group-level view while the work is still live.
The timing problem
Why existing tools haven't solved this
Universities measure grades, satisfaction, and engagement. But they rarely get an early view of collaboration patterns while a course or programme is still running.
Formative feedback rarely happens mid-project
Most programmes rely on end-of-term evaluations. By then the team dynamic is already set, and the feedback helps with reporting more than it helps with the work itself.
Students self-censor to protect group relationships
Nobody wants to create tension in the middle of a project. Uneven workload, miscommunication, and frustration stay hidden until they show up in the final submission or in complaints.
Instructors are often the last to know
Faculty usually discover the problem only once work quality drops or a team escalates it. By then, the easiest chance to support the group has passed.
Students lose interest when tools feel one-sided
If a tool only collects data for the institution and gives nothing useful back to students, engagement drops quickly.
Research grounding
Trust is where performance actually breaks first.
The collaboration signals Vizuna surfaces are grounded in published workplace research on how trust shapes team output and sustainability.
HBR — The Neuroscience of Trust (Zak, 2017)
~74%
less stress in high-trust workplaces
View source →Vizuna applies the same lens to student project work and programme cohorts: surface the collaboration signal early, developmentally, without exposing individual voices.
What Vizuna helps you see earlier
A simple way to understand how a group is working before the course ends.
Vizuna focuses on how a team is working together, not on grading people. Students get useful feedback during the project. Faculty get a group-level view of patterns. No one sees who said what.
What it looks at
The everyday parts of teamwork that usually stay hidden until it is too late.
Instead of asking whether a team feels “good” or “bad,” Vizuna helps participants notice the small patterns underneath collaboration problems.
Clarity
Do people understand what each person is trying to do and why it matters to the group?
Follow-through
Are people doing what they said they would do, without others having to chase them?
Openness
Can someone raise a concern early without feeling punished or shut down for it?
Shared responsibility
Are people carrying their part of the work and balancing their own needs with the group’s needs?
How it works
Formative, not summative.
Keep the process simple: short reflections, a group-level view for faculty, and useful next steps while the course is still running.
01 · During the project
Students reflect briefly during the project
A short check-in after key moments helps students name what is helping or hurting the group while the work is still live.02 · Aggregation
Vizuna combines responses into group-level patterns
The goal is to spot patterns in how the team is working, not to expose who said what about whom.03 · Faculty view
Faculty get a course-level view only
Faculty can see which teams may need support once enough people have responded, without seeing comments tied to a student.04 · Next steps
Teams get useful next steps while the course is running
Students receive private suggestions they can use in the next week, so the group can adjust before the project ends.
The point is simple: help teams notice problems sooner, help faculty support them earlier, and keep the work developmental rather than punitive.
How academic buyers read this
Keep the explanation pinned on usefulness and boundaries.
Education buyers usually need four answers in sequence: what students get back, what faculty can actually see, what the system never exposes, and how a contained pilot stays low-risk.
What students see
Students should feel the product giving something useful back to them.
The page needs to explain that students receive private guidance and a clearer read on how the team is working, not another one-way reporting tool for the institution.
If the student value is vague, the privacy story becomes harder to believe.
What faculty see
Faculty need a group-level view early enough to support the team while the course is still live.
They are not looking for named rankings. They need a calmer way to see which teams may need support before the final submission or complaint arrives.
This keeps the value academic and formative rather than punitive.
What is never exposed
The page has to say plainly what the system will not do.
No “who said what” feed, no grading layer, no individual student ranking, and no surveillance frame dressed up as development.
That explicit boundary is often what makes the pilot feel safe enough to consider.
Pilot shape
Academic buyers usually want one contained pilot before they want a platform story.
One course, one cohort, or one programme with clear checkpoints and a review moment is easier to approve than a sweeping institutional narrative.
This is the right place to make the pilot structure feel deliberate and low-risk.
Boundaries
Where this fits, and where it does not.
Careful academic buyers usually need clear boundaries before they need more features.
Where Vizuna fits
- Project-based courses and capstones
- Cohorts still learning how to work well together
- Programmes where teamwork affects learning outcomes
- Faculty and staff collaboration groups
Where it does not fit
- Grading or ranking individual students
- Replacing end-of-term evaluations
- Showing faculty who wrote what
- Creating a new surveillance layer around students
Where it fits
Designed for any context where collaboration matters
Student project teams
Help teams notice uneven workload, miscommunication, or collaboration friction during the project rather than discovering it through poor submissions or complaints at assessment time.
New cohorts still learning to work together
Early in a programme, cohorts are still developing the habits that make collaboration effective. An earlier view can help groups build stronger foundations from the first project.
Faculty support for teams that are struggling silently
Give professors and programme directors a group-level view of which teams may need support, early enough to help before problems reach assessment time.
Faculty and staff collaboration
Department-level collaboration often has the same friction as student teams, with even less visibility and fewer mechanisms to surface it early. The same reflection model applies.
Privacy and visibility
A flow built to support teams, not to watch them.
Follow the signal from a student's reflection to a faculty view — and notice what never enters the picture.
Students
Reflect privately during the project
Short reflections at agreed checkpoints. Students get their own read back, plus private suggestions they can use that week.
Aggregation
Patterns only appear above a response threshold
Nothing surfaces until enough people have responded. Group-level only. No single response is traceable to a specific student.
Faculty
See group-level patterns, never individuals
Faculty and programme directors see which teams may need support — in time to help before final submission or complaints.
Never exposed
No "who said what" view, ever
Named comments, identifiable rankings, and surveillance-style feeds do not exist in the system. There is no view that reveals them.
Not a grading tool
Vizuna is there to support team development, not to create marks or rankings.
Enough responses first
Patterns only appear once enough people have responded, which helps protect privacy.
Designed to feel useful
Students contribute because they get something back, not because it feels like another compliance task.
Getting started
Start with one programme. See if it fits.
Keep the first step small and easy to evaluate. The point is to test fit in a real academic setting before making a bigger decision.
Example pilot package
A contained starting point for a careful academic buyer.
Duration
One course, one cohort, or one project cycle
Cohort size
One class, one cohort, or one selected programme
Cadence
Short reflections at agreed checkpoints during the work
Students receive
Private suggestions and a clearer view of how the group is working
Faculty receive
A group-level view of patterns once enough responses are in
1
Choose one course, cohort, or programme
Start where group work already matters. A focused pilot keeps the effort manageable and the decision easier.
2
Set simple reflection checkpoints
Agree when students will reflect during the course so the process fits naturally into the existing academic rhythm.
3
Review whether the patterns are useful
Look at whether the process is surfacing problems early enough to help students and faculty respond while the work is still happening.
4
Decide whether to expand
If the pilot feels useful, extend it to more courses or cohorts. If not, the pilot stayed small and low-risk.
Common questions
Vizuna in education
Is this just another survey tool?
No. Vizuna uses short reflections during the project, not a one-off survey at the end. Students get useful suggestions back, and faculty only see a group-level view of patterns.
Does this replace end-of-term evaluations?
No. Vizuna sits alongside them. It gives teams a formative view during the course so they can adjust before the final evaluation happens.
Can faculty see who submitted what?
No. Faculty and programme directors only see a group-level view once enough people have responded. They cannot see who wrote what or trace comments back to a student.
Is this designed to grade or rank students?
No. Vizuna is a support tool, not a grading or ranking system. It helps teams notice and adjust how they are working together.
What kinds of programmes are the best fit?
The best fit is any setting where group work matters: project-based courses, capstones, MBA cohorts, and faculty or staff collaboration teams.
Can we run a small pilot with one course first?
Yes. One course or one cohort is the recommended starting point. It keeps the pilot focused, low-risk, and easier to evaluate before making a broader decision.
Have a question not covered here? Get in touch.
Start
Find out if Vizuna is the right fit for your programme.
Book a short conversation to explore fit for a course, cohort, or pilot. No commitment required.
Students receive private guidance. Faculty receive a group-level view only.