Raw data capture
During XR sessions, the platform logs behavior signals such as hand movement, gaze ratio, and gaze position alongside task performance metrics.
Safe, immersive practice that turns every action into clinical insight — and every session into a personalized next step.
Mission
Every action becomes data that unlocks independence.
DoItDoIt AI closes the generalization gap between classroom instruction and real life — replacing risky trial-and-error with safe, measurable XR training for individuals with developmental disabilities.
Product
DoItDoIt AI converts immersive training into a closed-loop pipeline: raw behavioral and performance data are selected as XR features, processed by a hybrid machine-learning and deep-learning model, then returned as actionable inference for adaptive training and reporting.
During XR sessions, the platform logs behavior signals such as hand movement, gaze ratio, and gaze position alongside task performance metrics.
Behavior, performance, sequential, and image features are selected from the raw logs to form training-ready inputs for the vertical AI engine.
Machine learning and deep learning run in parallel, then fuse through self-attention and loss optimization for robust feature learning.
Inference drives Agentic difficulty adjustment and LLM-generated clinical progress reports mapped to Vineland-II for teachers and families.
Technology
A proprietary vertical AI pipeline converts unstructured XR immersion logs into clinically meaningful developmental metrics.
Head orientation, rotational velocity, gaze fixation, and controller latency streamed into a behavioral assessment engine trained on IRB-approved datasets.
A reinforcement learning agent estimates cognitive load and hesitation, then scales prompts, distractions, and task complexity on the fly.
Patented hardware consolidates HMD storage, inductive charging, UV sanitization, and wireless mirroring for one-touch institutional deployment.
Scenario library
Learners rehearse everyday decisions — from supermarket fine-motor control to emergency response — inside stylized, low-sensory environments built for developmental accessibility.
Validation & IP
DoItDoIt AI is more than a content demo — it is a regulated, research-backed training system built for real institutional use.
Korea Conformity Laboratories certification for safety and usability as assistive and standard VR content for people with disabilities.
Official government designation validating safety frameworks for mobile and public VR deployments.
Behavior-tracking datasets and adaptive assessment models collected under IRB protocol and peer-reviewed at HCI Korea.
Government-recognized innovative Social Venture for public education and disability welfare technology.
Core interactive AI-XR and tracking architectures protected under KR Patent Nos. 10-1585830, 10-1831797, 10-2599727, with pending AI analytics filings.
Standalone 6-DoF HMDs, edge kiosk, and cross-platform SaaS dashboard for teachers, clinics, and families.
Impact
Primary users are special educators and rehabilitation administrators. The ultimate beneficiaries are learners with developmental disabilities — with families monitoring progress through the cloud dashboard.
Who it’s for
Vertical AI turns behavioral telemetry into clear scores. LLM-powered reporting translates those scores into actionable insight for educators, clinicians, and families.
Special education teachers and school administrators delivering standardized daily-living and social skills training with less paperwork.
Individuals with developmental disabilities — including learners on the autism spectrum and those who need extended support — building independence through immersive rehearsal.
Parents and caregivers reviewing continuous progress through responsive web access beyond the classroom.
Meet
We welcome educators, institutional partners, and investors interested in a live demo of AI-XR adaptive training for special education.