From Data to Action & Back to the Shop Floor
With pronubes, you connect, model, and orchestrate industrial data and feed insights, analytics, and AI logic directly back into production processes.
What is PRONUBES?
Turning industrial data into real business impact
Manufacturers generate vast amounts of data, but turning that data into actionable insights remains a challenge. Production and IT systems are often disconnected, data is stored in silos, and inconsistent models make analytics complex and slow.
pronubes solves this. It connects OT and IT data, structures it into a unified model, and automates data pipelines—creating a scalable foundation for real-time analytics and data-driven decision-making.
The closed-loop-solution does more than enable real-time analytics, it executes results directly in production. This turns data into actionable decisions on the shop floor.
The result …
- full process transparency across production and business operations
- real-time KPIs and alerts for faster decision-making
- a scalable data platform that grows with your business
Data-Driven production
From data to action
Data-driven production goes beyond dashboards. pronubes ensures that data is not only analyzed but actively executed.
Machines, systems, and platforms are connected into a unified data foundation. Insights, analytics, and AI-driven decisions flow directly back into production processes—automatically or with human oversight.
This creates a continuous loop: from data to decisions and back to the shop floor.
Closed-Loop Production
Traditional platforms stop at visualization. pronubes goes further:
- Capture and connect data
- Generate insights and decisions
- Execute actions directly in production
- Continuously optimize outcomes
prONUBES solves your challenges
Many companies face similar issues when handling production and business data:
Data in silos
Machine, ERP, and MES data are stored separately and difficult to use. pronubes creates a centralized data foundation.
Lack of real-time transparency
KPIs are delayed, and decisions are often reactive. Data-Driven Production delivers real-time dashboards and alerts.
Complex cloud & IT architecture
Existing systems are hard to scale. pronubes provides a flexible, automated data platform.
Slow analysis & reporting
Business teams wait for reports. Automated pipelines and self-service analytics make data quickly available.
How does pronubes work?
From raw data to data-driven decisions
SENSE
Capture and connect data
pronubes integrates all relevant data sources—machines, sensors, MES, and ERP systems. Data is made centrally available, forming the basis for real-time analytics and full process transparency.
DECIDE
Structure and contextualize data
Data is standardized, enriched, and placed into context. This creates a unified data model for dashboards, KPI tracking, analytics, and AI-driven decisions.
ACT
Operationalize data
Automated pipelines process and orchestrate data in real time. Insights can be directly used for setpoints, controls, and operational actions. Results from analytics or AI are fed back into production instantly.
VERIFY
Continuously improve
pronubes closes the loop. Results are monitored, validated, and continuously optimized enabling ongoing improvements in quality, efficiency, and performance.
The platform behind the data
pronubes is more than an integration platform: It is a closed-loop data platform.
It connects IT and OT systems, standardizes and contextualizes data, and ensures that insights are executed operationally in real time. Instead of isolated interfaces, it creates stable, end-to-end data flows—from the shop floor to enterprise systems and back.
The platform is modular and scalable. New systems, sites, and use cases can be integrated at any time—without disrupting existing operations. Data is not just collected, but standardized, contextualized, and transformed into a consistent model. This ensures reliable, high-quality data across all systems—for analytics, BI, and AI.
Processing happens both at the edge and in the cloud. Time-critical data can be used locally, while a scalable foundation for enterprise-wide analytics is built in parallel. pronubes operates in near real time and follows an event-driven architecture. Data flows and processes are centrally monitored, allowing issues to be detected and resolved early.
Security is built in by design, with integrated access control and encryption mechanisms. This creates not only integration but also a stable, scalable operational model and a foundation for sustainable, data-driven production.
AI-assisted Production
AI only delivers value when it is embedded in operations. pronubes integrates AI-driven insights directly into production processes and feeds results back into operations in a controlled and transparent way.
Whether as a decision-support system or for automated optimization, AI becomes part of daily operations. Processes remain fully controllable: decisions can be supported in a human-in-the-loop setup, or executed automatically while still being monitored in a human-on-the-loop approach.
Seamless integration into your architecture
pronubes connects seamlessly with existing systems including MES, ERP, PLM, data lakes, data warehouses, as well as BI and AI pipelines.
Production data, such as machine states, performance metrics, alarms, and order data, is no longer isolated. It becomes consistent, real-time information across your entire organization.
With clear system states, reproducible configurations, and a consistent operating model, pronubes reduces implementation risk and enables scalable rollouts across multiple sites.
The result: connected systems become a reliable operational model—and data becomes measurable business value.
Results & Benefits
Faster Time-to-Insight:
Data is ready in days, not weeks
Full Transparency:
KPI tracking across all sites and systems
Faster Decisions:
Real-time monitoring & alerts
Standardized Data:
Consistent foundation for BI and AI
pronubes closes the loop between data, decisions, and production.
Frequently Asked Questions:
pronubes is a scalable platform for real-time integration of IT and OT systems. It connects machines, production equipment, and IT applications through standardized interfaces, creating a central data foundation for analytics and automation.
pronubes can integrate a wide variety of systems—from ERP and MES to SCADA, PLCs, and modern IoT sensors. The platform supports standardized protocols, enabling comprehensive IT/OT connectivity.
pronubes uses an event-driven architecture and edge instances to capture, process, and forward production data in near real-time. This ensures that status updates, alarms, and KPIs are quickly available for processes and dashboards.
Yes. The platform is modular and container-based, allowing flexible scaling across sites and applications, adapting to growing business needs.
pronubes provides centralized monitoring and visualization features to keep track of data flows, systems, and operational states. Features such as the “Overview Map” offer graphical representation of system status.