White Paper

Data Streaming Platform

Our Industrial Data Fabric solution integrates HighByte with AWS technologies and enables modern industrial data management through seamless integration, contextualization, and real-time utilization of manufacturing data.

For industrial companies, it is a central challenge, to derive real value from manufacturing data.

While traditional systems reliably cover individual use cases, modern industrial requirements demand real-time transparency, cross-system integration, and scalability. At the same time, ensuring data governance and security remains a constant challenge.

Cloud-native flexibility &
on-premise control

Data is crucial for innovation and informed business decisions. However, manufacturing data is often restricted in accessibility due to technical and organizational barriers. Limited data availability delays analysis, prevents real-time decisions, and restricts transparency across processes. Without a unified data architecture, decisions are based on incomplete information – increasing risks and reducing value creation potential.

The Industrial Data Fabric (IDF) solution from Data Reply addresses these challenges and creates a scalable foundation for future competitiveness. Based on proven architectural principles and best practices, our solution integrates HighByte's edge-native Intelligence Hub with the latest AWS technologies.

Real-time and historical data from different sources can be captured and contextualized directly at the edge before being forwarded and stored in your AWS environment for further processing and analysis.

With our solution, we empower companies to implement impactful use cases such as predictive maintenance, quality assurance, and operational optimization. By standardizing data models and utilizing advanced analytics, our IDF solution transforms raw industrial data into actionable insights, providing manufacturers with a clear competitive advantage in the digital industrial landscape.

The main benefits of our IDF solution for your business 

With our comprehensive consulting services, Data Reply supports by providing a standardized core architecture while maintaining flexibility for specific industry needs. Benefit from:

Informative, contextualized data

By using the Intelligence Hubs from HighByte, our solution creates and maintains cross-site asset models and provides meaningful information for Advanced Analytics.

Scalable from the very beginning

Our AI-ready IDF solution meets the growing demands of your business and adjusts resources as needed, either up or down.

Fast delivery with fixed scope of services

Available in just four weeks – at a fixed price and with a clearly defined scope of services. Our solution contextualizes, transforms, and transfers your data from the Edge to the Cloud (including a free trial license).

Maximum Data Sovereignty

Our solution ensures complete control over all information and data. Everything is provided within your AWS account, minimizing administrative effort and maintenance while ensuring security and compliance.

Tailored to your processes

Because every industrial customer is unique, each IDF solution is designed individually. The standardized core architecture allows for a quick start while also providing the foundation for flexible integration and adoption.

Accelerated operational efficiency

A modular setup and Infrastructure-as-Code templates enable rapid implementation, reliable operation, and consistent results. This reduces the time-to-value and ensures high repeatability across multiple locations.

Our Offering

Our consulting services around the AI-Industrial-Fabric solution are tailored to your specific requirements.

Clear Architecture

A vendor-independent summary of all necessary components that you can refer to at any time. The use of open standards creates independence from specific machine or software vendors and enables a neutral reference architecture. This reduces lock-in effects, keeps switching costs low, and allows new lines, plants, or partners to be integrated without extensive adjustments.

Shorter Time-to-Value

In structured scoping workshops, we translate your manufacturing priorities into an actionable roadmap. This accelerates initial operational successes on the shop floor and ensures that the solution fits your requirements perfectly.

Data-Driven Maintenance

By harmonizing machine and sensor data, condition-based and predictive maintenance measures can be implemented. This reduces unplanned outages, extends the lifespan of your assets, and ensures stable production throughput. Our analyses and visualizations provide support for both historical and real-time data.

Integrated Security and Compliance

With managed services and automated controls, you ensure reliability, compliance, and traceability from the very beginning. Regulated environments and multi-plant operations are supported while innovations progress unhindered.

Infrastructure as Code templates

Our Delivery Accelerators and templates ensure standardized deployments across all production lines and locations. This reduces setup times, minimizes risks, and enables predictable, cross-site scaling with consistently high results. Automated provisioning and standardized tools also reduce manual effort and maintenance.

Comprehensive support

Our team brings deep manufacturing expertise and a proven track record to drive projects forward successfully. End-to-end support through expert consulting, targeted training, solution design, and practical development ensures rapid implementation, smooth change management, and sustainable value creation across all business processes.

Are you ready to unlock the full potential of your industrial data?

With our Industrial Data Fabric solution, you can connect, contextualize, and leverage your manufacturing data profitably.

Data Reply

As part of the Reply group, Data Reply offers a wide range of services that support customers in becoming data driven. We operate in various industries and business areas and work intensively with our customers so that they can achieve meaningful results through the effective use of data. Data Reply offers many years of experience in transformation projects to achieve “data-driven companies”. We focus on the development of data platforms, machine learning solutions and streaming applications - automated, efficient, and scalable - without making any compromises in IT security.