We move engineering teams from MATLAB to Python — no licence, no downtime — then let AI agents evolve the software on a clean Python foundation. For automotive, aerospace and automation teams in Munich, Bavaria, Baden-Württemberg, Tyrol, Switzerland and Liechtenstein.
You do not have to choose up front. Most teams combine both: translate the critical core, keep the rest running until it is ready.
We port your MATLAB to clean, maintainable Python. It is structured to stay visually close to MATLAB — including varargin/nargout — and the graphics come out strikingly similar. This is the ClevePython path.
Existing MATLAB code keeps running — called directly from Python via just-in-time translation, without a MATLAB licence. Nothing has to be rewritten before it delivers value; you migrate at your own pace.
Free choice of release cycles, no licence lock-in, predictable operating cost.
Python is the language of agentic AI — code Claude, ChatGPT & co. read, extend and verify directly.
The de-facto standard in teaching and industry — easier to staff, easier to integrate.
Open interfaces to CAD, simulation, databases and the scientific Python stack.
From the first inventory to AI-driven background automation — the full path, in controlled steps.
Inventory of your MATLAB code, dependency and toolbox audit, a roadmap with effort and risk.
Convert to clean Python, visually MATLAB-close (varargin/nargout), with strikingly similar graphics.
Run existing MATLAB code from Python via just-in-time translation — without a MATLAB licence.
Independent, AI-assisted processes that port and check largely by themselves; humans decide at the control points.
Equivalent Python packages for the MATLAB toolboxes you use, including numerical verification.
Your tools, libraries and data exposed as MCP servers — AI agents call them directly, controlled and securely.
CAD, databases (SQL and FileMaker), measurement systems, multibody simulation — via code/JSON and MCP.
Own AI agents with a deterministic — not probabilistic — way of working, reinforcement learning, and Visual Language Action (VLA).
Differential tests against the MATLAB original — traceable, reproducible results for QM and certification.
Scope, risks and quick wins become visible.
One bounded module ported and verified — feasibility proven, not claimed.
Step-by-step porting during ongoing operations.
Every result checked against the MATLAB original.
Handover, training, operation — your team works on its own.
Behind our offering stands Prof. Dr. Tim C. Lueth — a MATLAB user and AI specialist since 1990, with more than three decades at the front line of both worlds, at the Technical University of Munich.
Research & development departments, engineering teams and companies — especially in automotive, aerospace and automation.
Move MATLAB code to Python — future-proof, AI-ready, cost-efficient.
For example computer-assisted medical devices — traceability and full QM documentation preserved.
Hundreds of parallel agents — 9 MB Python kernel vs ~1.4 GB MATLAB; from spell-checking and translation of source code to QM docs, transfer to NVIDIA / Raspberry Pi / Arduino and microcontrollers (MicroPython: ESP32, RP2040/RP2350, STM32, nRF52, SAMD, i.MX RT).
Let AI agents evolve your software solutions on a Python foundation — reusing your existing MATLAB code. We guide the step predictably, with low risk.
MATLAB is a registered trademark of The MathWorks, Inc. This offering is independent of and is not affiliated with MathWorks.