Keep students thinking.
Make learning visible.
AI is changing what students can produce. The Seen App helps you focus on what they still need to do for themselves.
Bring an assignment, assessment, project, or learning experience you already teach. The Seen App helps you identify the thinking that matters, decide where AI should support, or stay out of, the learning, and strengthen the design so you can better see what students know and can do.
Built for educators. Grounded in learning design. Designed to support, not replace, teacher judgment.
AI changed the assignment.
It didn't change the purpose of school.
Students can now use AI to brainstorm, summarize, explain, draft, revise, research, create, and solve.
That leaves educators with harder questions:
What thinking do students still need to do for themselves?
Where can AI genuinely support learning, and where might it replace the very thinking we're trying to develop?
How do we know what a student actually understands when the final product tells us less than it used to?
The Seen App helps you work through those questions without starting over.
Start with what you're already teaching.
You don't need a new curriculum.
You don't need to make every assignment “AI-proof.”
And you don't need to choose between embracing AI everywhere and banning it altogether.
Bring the Seen App something you're already teaching.
See the Human
Identify the human capabilities at the heart of the learning, from critical thinking and meaning-making to communication, creativity, reflection, and understanding others.
Protect the Thinking
Surface the cognitive work students actually need to do for themselves in order to learn.
Put AI in Its Place
Consider where AI can support or extend learning, and where using it could replace important student thinking.
Strengthen the Design
Find practical opportunities to make student thinking, choices, reasoning, and learning more visible.
Keep Your Judgment at the Center
Accept, change, or reject the Seen App's recommendations. You know your students, context, and goals. The Seen App helps you think through the design.
Two ways to work with the Seen App.
Think through the learning with the Seen App.
Work step-by-step to clarify what matters, identify the human capabilities students are developing, protect important thinking, make intentional decisions about AI, and strengthen the learning experience.
The bell is about to ring. We've all been there.
Give the Seen App what you're teaching and let it do the first pass. You'll get a stronger, human-centered version along with a clear explanation of what the Seen App noticed and why it made each change. You can use it, adjust it, or dig deeper into the thinking behind it.
Same thinking. Same frameworks. Less time.
What the Seen App looks for.
The Seen App doesn't ask, “How can we add AI to this assignment?”
It starts somewhere else:
“What should students become more capable of doing for themselves?”
Then it looks through three connected lenses.
Human Capabilities
What are students developing beyond content knowledge?
The Seen App draws on Futurise Edu's Human Standards across four domains:
Human Flourishing
Understand Self · Understand Others · Build Community
Human Thinking
Seek Truth · Think Critically · Make Meaning
Human Expression
Communicate With Purpose · Create With Intention
Human Growth
Reflect and Grow · Learn and Adapt
Throughline
Use Tools Responsibly
How can tools support, but not replace, my thinking?
Thinking Worth Protecting
Not every part of an assignment needs to be done without AI.
But some thinking matters precisely because doing it is how students develop the capability we're trying to teach.
Examples:
- Evaluating evidence.
- Making meaning.
- Developing an argument.
- Considering another perspective.
- Making creative choices.
- Explaining reasoning.
- Reflecting on decisions.
Then the Seen App asks: What happens to that thinking when AI enters the experience?
Learning Design That Reveals Thinking
The Seen App uses Futurise Edu's HUMAN Framework for Assessment to identify design moves that could strengthen the experience:
- Honor Student Voice
- Use Authentic Audiences
- Make Thinking Visible
- Activate Collaboration
- Navigate AI Intentionally
The Seen App won't try to squeeze all five into every assignment. It recommends the moves that serve the learning, and leaves the decisions to the educator.
AI isn't the goal.
Learning is.
- The Seen App isn't an AI detector.
- It isn't designed to catch students using AI.
- It doesn't promise to make assignments “AI-proof.”
- And it doesn't assume more AI is better.
The Seen App helps educators make more intentional decisions about when technology supports learning and when students need to retain responsibility for the thinking themselves.
Sometimes that means using AI.
Sometimes it means setting a boundary.
Sometimes it means redesigning the experience so the process of thinking matters as much as the final product.
The question isn't simply whether students used AI.
The question is what they learned, what they thought through, and what they can now do for themselves.
Built around teacher judgment.
The Seen App can analyze an assignment.
It cannot know your students the way you do.
That's why the Seen App doesn't hand down a verdict.
It gives you something to respond to.
Keep it.
Change it.
Reject it.
Add what the Seen App missed.
Your decisions shape the final learning experience.
Because the goal isn't to automate instructional design. It's to make thoughtful instructional design easier to do.
Bring something you're teaching.
- An assignment you wrote five years ago.
- A project you're redesigning for tomorrow.
- An assessment that suddenly feels different now that students have AI.
- A lesson you're not quite satisfied with.
You don't need to start over.
Let's see what's already there, and what could become stronger.
The Seen App is created by Futurise Edu, where we help educators and schools design learning for an AI-shaped world while keeping humans at the core.
The Seen App brings together our work in human-centered learning, assessment design, AI literacy, and educator professional learning.
Technology will keep changing. The question of what we want students to become capable of doing for themselves matters more than ever.