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 1000+ 
- Ministry of Science and ICT: SW High-Growth Club
- Ministry of SMEs and Startups: Global Accelerating Program (GMEP)

4) Academic Achievements (Past Year)
- AAAI 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)

OptAI Inc.

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