Seppo Kolari
Founder, CBO, GM USA
seppo.kolari@unikie.com
UnikieMind Dev is Unikie’s approach to production-quality embedded software development.
UnikieMind Dev brings AI-native engineering workflows into your embedded product development with Unikie’s talented engineers working alongside your team.
From a requirement to a verified release, UnikieMind Dev helps your engineers make progress where generic AI coding tools stop: at the edge, on the hardware, and inside a real product R&D.
The use cases for UnikieMind Dev are unlimited – providing unprecedented benefits and incremental value to your embedded product development.
25%
Latency reduction over the NVIDIA engineering team
GPU-accelerated 5G and 6G radio error correction, Low-Density Parity-Check algorithm.
11.5×
Speedup over baseline, faster than HPC experts
PyTorch implementation of Mamba 2 language model inference on NVIDIA H100.
18×
Speed increase over the client’s own CUDA team
Heavy compute imaging pipeline for 40× resolution digital microscope pictures.
UnikieMind Dev supports AI-native software development for physical-world products across the whole software development lifecycle where it matters most – embedded firmware, performance optimization, test automation, security, and much more.
Discover
Define
Design
Build
Verify
Prove
Operate
Use UnikieMind Dev across embedded firmware, performance optimization, test automation, virtual validation and maintenance. Unikie’s Forward Deployed Engineers apply it to your stack combining our profound knowledge foundation with the embedded expertise required by physical products.
01
Build
Develop AI-native, production-ready embedded systems and achieve increased performance, efficiency, and safety.
02
Optimize
Optimize your GPU kernels, latency, and AI workloads to reach faster speed and greater efficency.
03
Verify
Ensure your AI‑accelerated development translates into stable, maintainable and secure products before deployment.
04
Run
Turn operational data into governed decisions – less downtime, fewer parts swapped early, longer machine life.
Catalyst is a fast proof of concept for your challenge that matters now. Unikie’s FDEs work alongside your team, apply UnikieMind Dev and deliver a demonstrable result. It is the simplest way to test the fit before committing to a broader programme.
01
Frame
Choose one high-value engineering or operational problem, success measure and data or system boundary.
02
Build
Work with our Forward Deployed Engineers combining AI-assisted development, optimization tools, reusable accelerators and engineering practice.
03
The proof
Review the concrete result, learning and a practical path to the next production step.
Tell us what is holding your product or operation back. We will help frame a Catalyst around a clear, measurable outcome.