Optimization starts from the target device.
OptAI reshapes, quantizes, and compiles models around the constraints of real hardware, from memory and power to runtime behavior.
About OptAI
Edge AI, optimized for the hardware it actually runs on.
OptAI provides end-to-end solutions from AI model optimization to deployment, powered by a hardware-aware AutoML platform for edge and on-device environments.
We help AI teams move beyond server-dependent inference by making models smaller, faster, and more stable on target devices.
Our work supports edge AI use cases where latency, privacy, cost, and power constraints define whether AI can be deployed in the real world.
What We Build
Optimization for deployment, not demos.
From model preparation to local execution.
The platform is designed to support the path from optimization to deployment, helping AI run closer to users, vehicles, factories, and field systems.
Built with AI, mobility, and semiconductor partners.
OptAI works across sectors that need AI in edge environments, where latency, privacy, and stable performance matter.
Company Credibility
Deep optimization research, built for commercial deployment.
OptAI combines AI optimization research with production deployment experience across mobile, automotive, embedded, industrial, and defense environments.
Team
36EmployeesApplied AI, product engineering, and business teams working around commercial deployment.
Deployment-ready organization
Research
30+R&D MembersOptimization researchers and engineers focused on quantization, compression, and edge inference.
Hardware-aware AI optimization
Award
CES 2026Innovation Award HonoreeRecognized for an on-device AI optimization platform built for low-power, real-world hardware.
CES Innovation Awards
Global stage
Top 20MWC 2026 4YFN AwardsSelected among global startups bringing deep-tech products to mobile and connected industries.
4YFN Awards shortlist
Projects
Project History
2025
- Released GenKit, an LLM converting platform
- Released OptHancer, an on-device AI software platform
2024
- Hanwha Systems transformer model optimization project
- Hanwha Aerospace detection and tracking optimization project
- LG Electronics driver monitoring system optimization project
- AI solution supply project for a public institution
2023
- Hyundai Motor R&D production PoC for AI-based impact detection advancement
- Hanwha Systems PoC for ML model optimization on NXP hardware
- LG Electronics model profiling and orchestration technology project
- AI mapping workflow advancement project for a public institution
2022
- LG Electronics PoC for AI model lightweighting on Qualcomm automotive hardware
- AI mapping workflow project for a public institution
Recognition
Investment & Recognition
2024
- Selected for Deep Tech TIPS
- Selected for DIPS 1000+
- Strategic investment from LG Electronics
- Selected for LG SuperStart Lab 2024
2023
- Invited to MIT Startup Showcase Seoul
- Seed investment from FuturePlay, Mashup Angels, and HL Mando
- Selected for Mercedes-Benz Autobahn Korea 2023
- Selected for KDB NextRise 2023
- Selected for LG SuperStart Lab 2023
2022
- Certified as a venture company
- Selected for Mercedes-Benz Autobahn Korea 2022
- Established the corporate R&D center
2021
- Opt-AI Inc. founded
Ecosystem
Clients, investors, and partners.
Client
Investor
Partner
