Case Study: Oral healthcare provider iLittleMiracle achieves 85% model accuracy and real-time predictive insights with Altair (Radioss & RapidMiner)

Ilittlemiracle uses digital twin powered by Altair® radioss® for oral healthcare analysis

Oral Healthcare needed to digitalize orthodontic care to predict intraoral forces, visualize tooth movement, and overcome limitations of traditional, non‑digitized workflows. To address this, they worked with Altair, leveraging Altair Radioss for biomechanics simulation and the Altair RapidMiner platform for AI, data extraction, and analytics to convert 3D scans and medical records into actionable digital twin models.

Altair implemented a combined simulation and AI solution—using Radioss for deformity-correction simulation and RapidMiner for predictive modeling and PDF data extraction—enabling real‑time digital twin visualization and fast feedback. The Altair solution delivered measurable impact: model accuracy above 85%, millisecond response times, improved patient comfort and clinician insight, automated factor-ranking for complaints, lower O&M costs, and faster iteration of treatment predictions.