Unlocking Peak Hardware Performancevia C++/CUTLASS Kernel Optimization
An SNU DLLab Spinoff. We eliminate the 'Software Tax' of high-level Python frameworks. Experience Nova Engine: the ultimate layer that unlocks the hidden potential of modern GPUs/SoCs.
The Dual-Engine Strategy
Nova Engine (Tech Base)
C++/CUTLASS kernel optimization engine. Delivers inference performance near physical hardware limits, maximizing cloud infrastructure efficiency.
Agentic Commerce (Revenue)
A reference implementation of Nova Engine. A high-performance autonomous agent generating immediate revenue in the global K-Beauty market.
- 01 Merchandising
- 02 Customer Service (CS)
- 03 Marketing Automation
Company & Team
Spin-off from Seoul National University Deep Learning Lab (DLLab) · Visit DLLab
Leadership
Spin-off from Seoul National University Deep Learning Lab (DLLab), bridging academic rigor with production engineering.
Global Talent Pipeline
A global R&D team of systems engineers and applied researchers—focused on inference performance and real-world deployment.
Collaborations & Communities
Technology Roadmap
From Kernel Wins to a Global Inference Engine
Phase 1: Optimize (Now)
Kernel-Level Optimization for Peak Inference
We deliver real performance gains by engineering kernels (e.g., Tensor Core programs) and optimizing inference bottlenecks for modern GPU/SoC systems.
We provide a benchmark-driven validation process to quantify throughput/latency, and build reproducible results with pilot partners.
Phase 2: Nova Engine (Next)
Hardware-Agnostic Inference Acceleration Stack
Productizing our optimization into Nova Engine: a portable layer that maximizes inference performance across heterogeneous compute.
Phase 3: Co-design (Later)
Hardware Co-design as an Option, Not a Dependency
Once software performance is proven and scalable, we may pursue selective hardware co-design/fabless—without compromising our hardware-agnostic strategy.
Want measurable inference gains?
Tell us your workload. We’ll propose an optimization plan and a path to production with Nova Engine.
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