MACHEMINDS / WORKSPACE
Material intelligence, made practical.
Convert a measured inventory into a constrained, explainable and teacher-reviewable build plan.
Materials selected
96 material types after health filtersAge band
8-10Teacher-reviewed classroom workflowSession budget
30mTime constraint applied to validationLatest decision
Not runRun a validation to check constraintsStart with your materials
Inventory-first design: use what is already available.
Clean CardboardQty 2 · 30 × 20 cm · clean
LOWCorrugated CardboardQty 2 · 30 × 20 cm · clean
LOWPaper RollQty 2 · 10 × 5 cm · clean
LOWEgg Carton (clean, dry)Qty 1 · 25 × 15 cm · clean
LOWPlastic Bottle (PET, washed)Qty 1 · 20 × 7 cm · clean
LOWAI concept assistant
Extract a structured concept; never treats AI output as physical proof.
Turn a goal into a reviewable concept
Ask for component ideas, joint options and the measurements still needed.
Validation pipeline
Deterministic checks are separate from generative suggestions.
1. Inventory and constraints
Measured items, quantities, age, tools, time and health exclusions.
2. Rule-based feasibility
Blockers, warnings, missing evidence and corrective actions.