Secure AI Appliance For Embedded Development

Speed up your AI
A secure AI appliance for
embedded software development teams

Use open-weight LLMs on-premises to improve development efficiency without exposing confidential information.

About FixstarsVega

News

October 2, 2026
Press Release
Fixstars and Macnica Offer End-to-End Support for Tenstorrent AI Products, from Hands-on Evaluation to Model Optimization, Deployment, and Operation
September 28, 2026
Press Release
Fixstars Launches Contract Service for Porting and Accelerating AI Models for Embedded Devices in One-Third the Conventional Development Time
September 24, 2026
Event
Fixstars to Present Paper on GLM-5.1 Inference Acceleration at IEEE DTDA 2026

Performance Engineering

Performance engineering is the systematic pursuit of software speed and efficiency — translated into business outcomes. Fixstars specializes in AI/LLM training and inference acceleration, GPU utilization improvement, and software optimization.

Products and services for performance engineering

Services

AI Model Porting & Acceleration for Embedded Devices

Optimization and embedded device porting, delivered in one-third the usual time — in a secure environment.

Good fit if you
  • Can't hit performance targets on target hardware
  • Lose accuracy after quantization
  • Re-port for every chip change
Products

Fixstars Vega

Build an embedded software development environment where AI runs without sending code outside the company.

Good fit if you
  • Want AI in embedded development
  • Cannot send source code outside
  • Want the whole team using AI
Products

Fixstars AIBooster

Install on your GPU servers. AIBooster continuously profiles AI/LLM workloads, surfaces bottlenecks, and reduces GPU cost.

Good fit if you
  • Are burdened by rising AI processing and infrastructure costs
  • Want more efficient AI development
  • Want better ROI from existing GPU infrastructure

Case Studies

Optimizing Ore Blending to Improve Mine Revenue by 5–10%
Industry
Mining & Logistics
Service area
Quantum Computing
Co-developing an optimization toolset for AI software on the R-Car SoC
Industry
Automotive
Service area
AI Model Optimization
Large-scale Graph Analysis on the Fugaku Supercomputer
Industry
High-Performance Computing
Service area
Software Acceleration