P

prenode Tech Stack

Decentralized AI systems for industrial machine operations and predictive maintenance

IT Services and IT Consulting Karlsruhe, Baden-Württemberg 11–50 employees Founded 2018 Privately Held

prenode builds edge-deployed AI systems for industrial machinery, with a heavy Azure + Kubernetes architecture optimized for local inference without raw-data transfer. The company is scaling sales capacity (5 open roles) while maintaining a lean engineering core—a go-to-market shift for a 2018 KIT spinoff. Active work on cloud-edge data integration and IIoT platforms suggests a move from research-stage prototypes toward production infrastructure that operates across cloud and machine-local environments.

Tech Stack 32 technologies

Core StackDatabricks Azure Data Factory Terraform Kubernetes Node.js React Angular TypeScript JavaScript Python Java Docker OpenShift Azure Functions Azure AD GraphQL Canva Figma Adobe Creative Cloud Azure Data Lake Azure Data Lake Storage Gen2 Azure Machine Learning Azure IoT Hub Azure Azure Storage Azure Kubernetes Service REST OAuth 2.0 Pipedrive Microsoft Office+2 more

What prenode Is Building

◆Challenges

Building new iot data platform
Scalable cloud architecture for iot data
Skill shortage
Margin pressure

▲Active Projects

Weiterentwicklung der ansprachestrategie
Weiterentwicklung der crm-workflows
Modern data infrastructure development
Cloud-edge data integration
Iac infrastructure implementation
Cloud and edge services
Iiot applications and ai solutions
Iot data platform
Cloud architecture
Backend services

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Sales

5

Engineering

3

Data

1

Marketing

1

Seniority

Mid

3

Senior

3

Intern

2

Junior

1

Manager

1

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About prenode

prenode develops decentralized AI systems for the industrial sector, enabling machine operators to run AI inference locally—reducing latency, preserving data privacy, and avoiding cloud-dependency for real-time decisions. Founded as a spinoff of Karlsruhe Institute of Technology, the company applies federated-learning and machine-specific AI to predictive maintenance, quality prediction, and downtime reduction. Based in Karlsruhe, Germany, the 11–50-person team operates across engineering, data, sales, and marketing, with current focus on scaling go-to-market motion while building out modern data infrastructure and cloud-edge integration capabilities.

HeadquartersKarlsruhe, Baden-Württemberg

Company Size11–50 employees

Founded2018

Hiring MarketsGermany

Frequently Asked Questions

What tech stack does prenode use?

prenode runs on Azure (Data Factory, Data Lake, Machine Learning, IoT Hub, Kubernetes Service, Functions), Databricks for analytics, Kubernetes and OpenShift for orchestration, and Node.js/React/TypeScript for frontend. Python and Java handle backend and ML workflows.

What is prenode working on?

prenode is developing a cloud-edge IIoT data platform, modern data infrastructure, and backend services. Key projects include cloud-edge data integration, infrastructure-as-code implementation, and IIoT applications combined with AI solutions for industrial use cases.