Agentic AI forEngineering Data
From data chaos to insights. Renumics empowers engineering teams to break data silos, democratize access and automate workflows for test, simulation, fleet and manufacturing data.
Renumics Onion
Your everyday engineering assistant. The best agentic AI harness for engineering-grade sensor data analysis: Easy to use, fast and cost-efficient.
Seamless data integration
From file-based data such as MDF or TDMS to data lakehouses like Fabric and Databricks, Onion connects to your existing engineering data.
Efficient Agentic AI layer
An agentic architecture optimized for the challenges of engineering data: Many high-frequency channels, structured and unstructured context.
Interactive visualizations
Onion does not only provide answers, but an interactive chain of evidence that engineers can trust in, re-use and share with their colleagues.
Built for real engineering challenges
Renumics solves the data challenges that engineering teams face every day: From test benches to production floors.
Testing data
Find errors in test bench and vehicle data, automate event inspection and share web-based, interactive reports.
Simulation data
Understand design corridors and decisions from existing data, create context-specific reports and orchestrate CAE workflows.
Production data
Integrate existing data sources, answer questions in minutes and create comprehensive reports with a few prompts.
Operative data
Generate insights from your fleet: Understand user behavior, track changes and debug incidents.
End-to-end AI transformation
We partner with engineering teams to deliver real business value: From defining AI strategy to delivering production-ready AI systems.
Engineering Data Management
We understand best practices when moving engineering data to a modern data stack. We help you to optimize compute cost and free you from vendor lock-in.
- Assess existing data landscapes & migration strategies
- Architect lakehouse-based data platforms
- Optimize data layouts for cost and performance
- Integrate new data products into the existing infrastructure
- Enable new AI use cases with proven ROI
Agentic AI & ML Applications
We understand how to build agentic AI and ML-assisted workflows that drive engineering value. We help you conceptualize your idea, implement it and run it at scale.
- Start with a catalog of proven use cases
- Build end-to-end applications for custom workflows
- Train & deploy ML models on domain-specific data
- Optimize agentic AI workflow for efficiency and robustness
- Ensure full data security and compliance
We know how to protect your data
Renumics has successfully completed a TISAX assessment. Our systems provide enterprise-grade protection, full data sovereignty, transparent compliance and thoughtful governance.
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Flexible Deployment
We help you to deploy our solutions in your secure environment.
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No model training
Your data stays private and is never used to train AI models.
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GDPR compliant
Fully aligned with GDPR for strong data privacy and user protection.
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Verifiable Compliance
Assessment results verifiable via the ENX portal.
Open innovation for better engineering
We believe in knowledge sharing, open source and true co-creation.
Spotlight
1,200+ GitHub starsInteractive visualization and data curation tool for unstructured datasets. Supports images, audio, text, video, time series, and 3D data.
Technology Stack
Our systems and products are built on modern open-source technologies. We use open standards so you can avoid vendor lock-in.
