Optai Inc

OptAI empowers tech companies to optimize and deploy powerful AI models on resource-constrained devices with hardware-aware model optimization technologies. 1) Company Overview OptAI is an on-device AI optimization solution company. We enable complex AI models to run in real time across diverse inference devices such as Mobile, Automotive, and Robotics by developing technologies in- Model Building - Model Compression & Lightweighting - Inference Acceleration 2) Commercial Achievements (Past Year)- LG Electronics VS Division: Driver Monitoring System - LG Electronics HS Division: LLM Optimization - LG U+ CTO Research Lab: LLM Optimization - Hyundai Mobis: Machine Vision & LLM Predictive Maintenance - Hanwha Aerospace: Object Detection & Tracking 3) Government Project Achievements (Past Year)- Ministry of SMEs and Startups: Deep-Tech TIPS - Ministry of SMEs and Startups: DIPS Ministry of Science and ICT: SW High-Growth Club - Ministry of SMEs and Startups: Global Accelerating Program (GMEP) 4) Academic Achievements (Past Year)- 2025: Riemannian Geometric-based Meta Learning - EMNLP 2025: Riemannian Optimization for LoRA on the Stiefel Manifold - ACML 2025: Punching Above Precision: Rethinking Small Model Distillation with Learnable Regularizers 5) Investment Achievements (Past Year)- Strategic Investment from LG Electronics 6) Awards & Partnerships (Past Year)- CES 2026 Innovation Award Winner - MWC 4YFN Awards 2026 Top 20 - Strategic Partnership with LG U+- NDAs with Qualcomm and Texas Instruments (TI)