Empower smart data transformations

Every intelligent operation starts with trusted, contextualised operational data. Cumulocity transforms raw industrial data into AI-ready information that can power analytics, automation and AI-driven decision making.

Use Dynamic Mapper to rapidly standardise and enrich industrial data with low-code tooling, while retaining the flexibility to extend the platform through open APIs and microservices where required.

Create rich operational context by modelling the relationships between assets, systems and business processes—providing the semantic foundation modern AI applications and AI agents need to understand the real world.

Empower smart data transformations

Turn connected assets into intelligent operations

Move beyond dashboards and reports to deliver operational intelligence that drives faster decisions, proactive maintenance and continuous optimisation across your connected fleet.

Deliver tailored operational insights to everyone from field engineers to product teams, helping every stakeholder make faster, more informed decisions throughout the asset lifecycle.

Deploy pre-built analytics templates or customize visualizations to match your specific equipment characteristics and customer needs.

Turn connected assets into intelligent operations

Make operational data AI-ready across your enterprise

Cumulocity DataHub securely delivers operational data wherever it creates the most value—whether that’s enterprise reporting, advanced analytics, digital twins or AI model development—without creating new data silos.

With Cumulocity DataHub you can effortlessly create offloading pipelines to store IoT data in your preferred historical or analytical data store and ensure seamless accessibility for downstream BI reporting and AI/ML model training.

Make operational data AI-ready across your enterprise

Operationalise AI with confidence

Once your AI model is ready, Cumulocity helps you move rapidly from experimentation to production—integrating AI into live operational workflows so insights can trigger meaningful business and operational actions.

Streaming Analytics continuously feeds live operational data into AI models, enabling predictive insights, automated decisions and closed-loop operational responses.

For more detailed information, visit the Cumulocity documentation.

Operationalise AI with confidence

Work with the AI ecosystem you already use

Connect leading AI and analytics platforms—including Python, R, Azure Machine Learning and Amazon SageMaker—to accelerate AI development while keeping industrial data governed and accessible.

Whether you’re building internal AI capabilities or working with specialist partners, Cumulocity’s ecosystem helps accelerate your journey from connected assets to intelligent services.
Work with the AI ecosystem you already use

Deploy AI wherever your operations demand it

Deploy AI across cloud, edge and on-device environments to meet operational, latency, privacy and regulatory requirements—without changing platforms.

Cumulocity provides enterprise-grade lifecycle management for AI models, devices and software—allowing you to securely deploy, update, monitor and govern AI capabilities across your connected fleet at scale.

For more detailed information, visit the Cumulocity documentation.

Deploy AI wherever your operations demand it

Want to learn more about how AIoT is transforming industry?

Want to learn more about how AIoT is transforming industry?

Learn more about how organizations like yours are using AIoT to improve operations, speed decision-making, and introduce new business models to their customers.