InSTEMAI
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A research-informed design companion

Design ambitious STEM learning experiences — without starting from a blank page.

InSTEMAI guides you through the decisions behind sophisticated integrated STEM learning design, with AI support that helps you question, connect, refine, and justify your ideas. The thinking stays yours.

Start designing
University student working thoughtfully with a laptop in an academic setting
  1. 1
    FrameLearners, context, goals
  2. 2
    ConnectSTEM integration
  3. 3
    DevelopDesign, evidence, supports
  4. 4
    RefineFeedback and iteration
Wind turbines in a field
Close-up of green leaves
Design Companion

Ask, explore, get feedback, and see new perspectives.

“What would make this challenge meaningful to these learners?”
Structured guidance STEM-specific AI that supports your judgment Research-informed

How it works

One design. Four moves.
Every decision leaves a trace.

Scroll the process. The interface changes with the work — from framing the challenge to revising the design.

Frame

Start with what actually matters.

Learners, context, constraints, and the human decisions AI should not make for you.

LearnersContextAI boundary
Connect

Make the STEM disciplines do real work.

Move from “STEM is present” to “each discipline changes a consequential learner decision.”

EvidenceTrade-offsDisciplinary necessity
Develop

Build the learning experience around decisions.

Investigation, alternatives, testing, feedback, and explanation become one coherent learning-design path.

ProgressionTestingEvidence
Refine

Revise without erasing the reasoning.

Keep the earlier idea visible, connect feedback to the change, and make the revision defensible.

CritiqueRevisionDesign trace
InSTEMAI
Framing the design

Your next decision

Who are your learners?

Define the people, context, and constraints that should shape every decision that follows.

Design trace
Starting point captured

Try the flow

Pick a challenge.
Watch the design open up.

No blank canvas. Start with a direction and see the next decisions immediately.

InSTEMAI Studio Live preview
Frame Connect Develop Refine

Your starting point

Water quality in our community

Use local water evidence to define a meaningful challenge learners can investigate and respond to.

ScienceWater systems & evidence
MathematicsCompare measurements
EngineeringDesign a response
Design CompanionWhat local evidence would make this challenge real for your learners?
Open this in Studio

Research-informed by design

Not a lesson generator.
A system for better design decisions.

InSTEMAI keeps the evolving artifact, AI exchanges, and revision process connected — while the participant interface stays focused on the work itself.

See the research model
Ready when your idea is.

Turn a starting point into a thoughtful STEM learning design.

Start designing