AI Platform for the Manufacturing Industry
The platform that understands your production.
tensoryze brings together machine data, business systems, and applications on a single platform. This data is used to create live dashboards, automated alerts, quality analyses, and AI applications—all ready for immediate use on the factory floor and set up in collaboration with your teams.
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Why Tensoryze
Three things that set us apart from a pure software platform.
A Platform Instead of Isolated Solutions
Integration and ready-to-use applications go hand in hand. Every connected machine immediately feeds data into dashboards, alerts, quality analyses, and AI models—instead of first spending months collecting data and then figuring out what to do with it.
We meet you where you are today
You don’t need a fully developed data strategy or your own data engineering team. Whether it’s your first OPC UA machine or a well-established plant with dozens of data sources—either is the perfect starting point.
Platform Plus Engineers
Our engineers work directly with your team—on the factory floor, on the production line, and alongside IT, maintenance, and operations. We adapt to your processes instead of relying on configuration dialogs.
Platform
Four layers, one database—from the sensor to the AI workflow.
The platform is organized into four interrelated layers. Each layer performs a specific task—from raw data to end-user applications—and all layers access the same contextualized dataset. This reduces the total cost of ownership (one integration, one authorization model, one operation) and improves the quality of results, because every analysis is based on the same reliable data.
Data Integration and Contextualization
The Foundation. All relevant data sources from your plant in one place: shift and process data, process curves, time series, images, bills of materials, documents, maintenance data, and process models. Connected, standardized, and linked—machine, line, plant, order.
Reusable Building Blocks
Platform capabilities as the foundation for custom applications. Intelligence: Analytics, MLOps, AutoML, optimization, forecasting, process mining, agents. Platform & Operations: Permissions & roles, auditing, monitoring, alerting, ticketing, versioning.
- Data: Integration, Unified Namespace, Persistence, Streaming, Data Engine, Workflow.
- Intelligence: Analytics, MLOps, AutoML, Optimization, Forecasting, Process Mining, Agents.
- Platform & Operations: Permissions & Roles, Audit, Monitoring, Alerts, Ticketing, Versioning.
Ready-made applications
Ready-to-use applications for production (shift handoff, AI quality inspection, worker assistance), planning (order planning, value stream analysis, production traceability), maintenance (preventive, predictive, maintenance assistance), and quality (quality dashboard, process control, process approval)—supplemented by Manufacturing Intelligence for custom dashboards.
Access Where Work Is Being Done
Access wherever your teams work—on the desktop, on mobile devices on the factory floor, or directly via the SDK. Open protocols (REST, AMQP, S3, MCP) make the platform accessible to your own tools, IT systems, and AI workflows.
Solutions
Ready-to-use applications that take effect immediately.
Based on this platform, we offer five solutions that address specific production challenges—each can be used on its own, but they all become more valuable as soon as the next one is added.
Three Perspectives
Each role gets the perspective it needs.
For Decision-Makers
Clear metrics instead of gut feelings. From consolidated KPI dashboards to location comparisons—tailored for executive management and comparable across all lines of business. Investment security through a platform that gains value with every use case.
For Production Teams
Real-time data, automatic alerts, and the digital shift log right at the workplace. Interfaces designed for the shop floor: operable while wearing gloves, on the go, and in noisy environments. Operators, shift supervisors, and maintenance technicians see the level of detail relevant to them.
For IT Teams
Open interfaces, industry standards (OPC UA, Sparkplug B, MQTT, REST, MCP), and three operating models (on-premises, air-gapped, cloud). Data never leaves your company. Upon request, our engineers can take full responsibility for operations, updates, and monitoring.
Procedure
Three steps from the initial question to productive use.
Understand
Joint meeting at the plant. We’ll analyze your use case: What data is currently available? What results do you want to see? Where is the greatest potential for improvement? The outcome will be a clear vision and a realistic timeline.
Prove
A proof of concept demonstrates that the solution works in your environment—with your machines, your data, and your requirements. To achieve this, our engineers work directly with your team on-site at your plant.
Roll out
Once validation is complete, the implementation begins: integration into your infrastructure, training for your teams, and a phased rollout to additional production lines and locations. What has worked successfully will serve as a template for the next rollout.
About tensoryze
Production, Data Science, and Software—all on one platform.
tensoryze is a spin-off with roots in industrial research that combines expertise in manufacturing, data science, and software development. The team supports clients from discovery and proof of concept through deployment and enablement.
Ready to put your production data to work?
Let's work together to discover the potential hidden in your data.