Connect data without taking it out of context.
A machine generates data. It is only the context—plant, production line, shift, order—that turns this data into useful information. tensoryze relies on established standards to collect data and on a uniform structure to make it usable. Our engineers handle the integration together with your maintenance and IT teams—on-site at the plant, on the production line, and with a focus on what is actually connected.
Industry standards instead of proprietary lock-in.
We build on established protocols and structures that have evolved in the industry over the years. This reduces integration risks and allows individual components to be replaced as needed.
All production data is organized into a hierarchical structure—from the corporate level through plants and production lines down to individual machines. Each data point can be uniquely identified; new systems are automatically placed in the correct location without requiring any adjustments to existing data consumers.
- ISA-95-compliant hierarchy (Enterprise → Site → Area → Line → Cell → Equipment)
- Unique paths as an address space for all applications
- Versioned structural changes with an approval workflow
tensoryze connects machines, sensors, equipment, and business systems via open standards such as OPC UA and MQTT to form a unified database. This makes information from separate sources usable in real time and consistently available across the entire production process.
- Host Application for Existing Sparkplug Topologies (HiveMQ, Cirrus Link, etc.)
- Status Tracking per Edge Node and Device via Lifecycle Messages
- Values from Sparkplug messages are stored directly in the time-series store
tensoryze connects machines, sensors, equipment, and business systems via open standards such as OPC UA and MQTT to form a unified database. This makes information from separate sources usable in real time and consistently available across the entire production process.
- Discovery of all nodes and data types
- Subscriptions with a configurable sampling rate—only actual changes are transmitted
- Method calls for write and control operations, not just read access
tensoryze connects machines, sensors, equipment, and business systems via open standards such as OPC UA and MQTT to form a unified database. This makes information from separate sources usable in real time and consistently available across the entire production process.
- MQTT for Event-Driven Sources — Subscribers and Publishers
- REST Connectors for Business Systems — with Authentication and Pagination
- Direct database connectors for ERP, MES, and quality databases (PostgreSQL, MS SQL, etc.)
We'll meet you right where you are today.
No need for a ready-made data strategy, your own data engineering team, or an existing unified namespace. Whether you’re starting with your first OPC UA machine or want to connect an established plant with dozens of sources—we build on what’s already in place and gradually fill in the gaps.
Working with what's already there.
In established facilities, everything coexists side by side: older machines, newer production lines, different manufacturers, and multiple generations of IT systems. tensoryze integrates this reality—rather than replacing it. Our engineers visit the site and transform the current state, step by step, into a usable structure.
- Connectors for OPC UA, MQTT, Sparkplug B, REST, and common databases; edge components for machines without modern interfaces (camera retrofits, sensor retrofits)
- Integration of existing ERP, MES, and quality databases—source systems remain in operation without change
- Step-by-step integration per line and mapping into the unified namespace with a release step—without interrupting ongoing production
New machines set up properly—right from day one.
When launching new lines, it pays to work with a clear structure from the start. tensoryze detects new devices, assigns them to the Unified Namespace, and connects them to data products and dashboards. If basic IT infrastructure—such as databases, storage, and message brokers—is missing, tensoryze provides it.
- Templates for asset types—data points, KPIs, and alarm rules are created directly with
- Versioned configurations that can be transferred between plants and locations
- Reproducible commissioning as code—no knowledge is lost in people's heads
Other aspects of the platform
Your data. A common foundation.
Let's work together to explore how your machines, systems, and data sources can be integrated into a robust platform architecture.