The Science Behind
N3ST

3GG smart play module case

Evidence-based developmental monitoring

N3ST is a play-based monitoring platform built by engineers, occupational therapists, and child development researchers. The 3GG modules translate proven developmental constructs — precision grip, motor coordination, reaction timing, and play engagement — into objective signals that therapists and parents can review session over session.

The 3GG Module

Click a module to see what it measures.

Each 3GG block targets a distinct developmental construct. Tap any module in the case to highlight it and read the science behind it.

3GG module case open with five modules inside

Designed with Evidence-Based Principles

Every module in 3GG is grounded in published developmental research. Here is how the science maps to the hardware your child plays with.

Parents & Therapists

Contingent feedback and structured play improve self-regulation

Reward and feedback loops embedded in play sessions strengthen behavioral regulation. The Light module’s grip-to-brightness loop is one such contingent-feedback channel built directly into the hardware.

N3ST clinical design principles, 2026

Kids · Car module

Toy-based motion tracking is effective for early developmental screening

Instrumented toy vehicles can capture goal-directed play patterns sensitive to autism spectrum and developmental coordination signals in young children — the foundation behind the Car modules.

Ekhtiari et al., 2018 · Intelligent Toy Car for Autism Screening

Clinicians · Grip modules

Precision grip in 2–6 years is a clinically valid developmental signal

Precision grip force and modulation follow a measurable maturation curve from ages 2 to 6. Grip variability across trials — what the Hammer, Sensory Grip, and Light modules all capture — is a clinically sensitive index of motor regulation.

Coordination of precision grip in 2–6 years

Academic Citations

Read the work, end to end.

All papers, technical notes, and pre-prints, for clinicians, researchers, and families.

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External reference

Intelligent Toy Car for Autism Screening

Instrumented vehicle-style toys can capture early developmental signals in young children. This paper informs the design of the 3GG Car and Wheel modules — how the rotary and IMU sensors translate play motion into objective indicators of motor coordination.

Ekhtiari et al., 2018

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External reference

Coordination of precision grip in 2–6 years

Maps the developmental maturation of precision grip control between ages 2 and 6 — the exact age band N3ST targets. This paper underpins the Sensory Grip, Hammer, and Light modules, all of which rely on pressure-film signals interpreted against age-appropriate baselines.

Reference paper

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Working paper
Coming soon
In progress

N3ST observational pilot, methodology and preliminary findings

The internal write-up of the Olive Tree pilot: methodology, study population, instrumentation, and preliminary signals across the 3GG modules. Released when the study window closes.

Working paper, 2026, 24 pages

Coming soon

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