Renumics GmbH vs Lobe

Renumics GmbH is a Karlsruhe-based industrial AI company that builds systems for analyzing test, machine, and simulation data. They partner with automotive, aerospace, machinery, and pharma teams to move product development toward data-driven, end-to-end workflows.

Their product Onion is an agentic AI assistant for engineering data analysis. Engineers ask questions in natural language to query logging and fleet data, run plausibility checks, detect swapped channels, and generate interactive visualizations without waiting on custom reports from data specialists.

Renumics also maintains Spotlight, an open source toolkit for exploring unstructured datasets including audio, images, video, time-series, and 3D geometry. Beyond software, the company delivers workshops, data readiness checks, proof-of-concept builds, and full custom AI system deployments.

Lobe is a free and easy-to-use tool that allows you to create machine learning models. Whether you want to train apps to identify plants or develop your own personalized machine learning models, Lobe has everything you need to bring your ideas to life. With Lobe, you can effortlessly train custom machine learning models by simply showing it examples of what you want it to learn. The tool automatically trains the model, which can then be easily integrated into your app. Lobe is designed to be user-friendly, requiring no coding or prior experience. You can train your models for free on your own computer without uploading your data to the cloud, ensuring privacy and security. Export your model to any platform of your choice, and utilize the project templates provided by Lobe to streamline your machine learning projects. The tool currently offers image classification and will soon introduce more templates, such as object detection and data classification. Lobe simplifies the machine learning process into three easy steps: label your images, train your model, and use it in your app.