data driven production — from the edge to the cloud and back again
Unlock the full potential of your production data.
pronubes stands for data driven production: securely capturing production data, processing it intelligently, and feeding it back into processes as decisions — stable, transparent, and scalable.
- Vendor-agnostic (OPC UA, MQTT, REST…)
- Edge-first & near real-time
- Diagnose by Design
From raw information to usable data flows
Every day, companies generate large amounts of production and business data. However, this data often remains trapped in data silos. Integration takes time, ties up resources, and prevents impact. Data flows out of production but does not return as usable decisions. Instead, scripts, fragile pipelines, and project-driven logic are created that are hardly viable in operation.
This so-called corporate data has enormous potential. This is exactly where pronubes comes in.
Making data usable – from integration project to scalable solution
pronubes connects, transforms, and distributes production data—at the edge, in the factory, and in the cloud. The focus is on continuous data flows rather than isolated individual solutions. Integration projects become an operable product: with clearly defined flows, reusability, transparency, and scalability across locations.
This is how raw information is transformed into real added value. Company data is available at the right time and in the right place. Decisions are based on facts rather than gut feeling.
- Edge-first routing
- Vendor-agnostic
- Templates and rollout
- Diagnosis by design
data driven production means closing the loop.
Data only has an impact when signals are turned into decisions—and these decisions are fed back into the processes in a controlled manner. It is precisely this closed loop that determines whether data is merely collected or actually used.
In many companies, production data flows out of ERP, MES, and other systems, but does not arrive on the shop floor as a reliable decision. Instead, scripts, fragile pipelines, and project-driven logic are created that no one can operate cleanly in everyday life. Information is passed on through the official channels, and internal chains still function manually in some cases. This costs time, generates errors, and prevents transparency.
From data signal to effective decision on the shop floor
pronubes connects company data from your systems directly to the shop floor. Data is integrated, transformed, and distributed—automatically, in real time, and without media discontinuity. This creates a continuous information chain from the higher-level systems to the machine.
This means that processes and production flows are based on valid data and facts instead of gut feelings. The closed loop becomes operational — and the full potential of your company data can be utilized.
Building blocks that create robust data products.
Six core capabilities that make integration scalable and operable
— from pilot to standard.
Fits into your architecture — instead of replacing it
pronubes integrates into existing OT and IT landscapes without replacing established structures. MES, ERP, PLM, data lakes, warehouses, BI, and AI pipelines are connected and converted into stable data flows. Latency and availability remain under control at the edge—including regulated feedback back into the OT in the sense of a closed loop.
In modern production environments, IT and OT are growing ever closer together. pronubes brings IT expertise to OT in a targeted manner, reliably digitizes machines, plants, and shop floor systems, and at the same time creates the crucial return path: the structured data flow from production back to the corporate world.
Seamless IT/OT integration with a stable operating model
Machine data, production output, alarms, inventories, progress, and order status no longer leave the operational level in isolation, but are seamlessly transferred to corporate data. This provides IT with exactly the information it needs for planning, control, and strategic decisions—in real time and without media discontinuity.
pronubes is not optimized for individual pipes, but for the stable operation of distributed data and causal relationships. Clear states, reproducible configurations, and consistent behavior reduce risks during rollout and enable scaling across locations.
This turns networked systems into a resilient operating model — and data into measurable, controllable impact in production.
data driven production – from data to decisions and back to production.
We make production data usable across systems and enable data driven responses, optimizations, and event control—directly in production.
Customers who trust inray.
inray Industriesoftware – Made in Germany
For more than 30 years, we have been supporting a wide range of industrial companies in the effective digitalization of their processes. Our software products aim to standardize and optimize data exchange between industrial systems and enable the profitable further processing of industrial data. Software from inray is used worldwide in the manufacturing and process industries.
