Welcome to Bytefabrik.AI

Where industrial data projects often falter

Many companies want to obtain results from data before the database, context and operating model have been properly merged.

Machine data often ends up in isolated solutions

Control systems, historian systems and specialist applications often grow side by side. As a result, there is no common database for dashboards, analysis and AI.

Improvements remain difficult to prove without context

Throughput, quality and downtimes can only be reliably evaluated if signals are linked to station, product, process and time reference.

AI and new features otherwise create parallel architectures

If dashboards, analysis functions and AI are set up separately, integration costs and operational risk increase.

Platform and analysis on a common basis

Products for data foundation and improvement

Bytefabrik combines data connection, visualization, analysis and AI on the same platform basis. This allows companies to get started quickly and expand later in a controlled manner.

Platform

IoT Data Hub

The IoT Data Hub connects machines, harmonizes signals and provides the same database for dashboards, analysis functions and AI.

Open connectivity for PLC and store floor systems
Standardized model for machines and processes
Dashboards, analysis functions and AI on the same basis

Discover platform

Production analysis

Manufacturing Insights

Manufacturing Insights uses the same database for production, alarm and process analyses and helps companies to narrow down causes more quickly and prioritize measures more effectively.

Production, alarm and process view in a work context
Determine deviations by line, station or parameter
Data stories and AI workflows without media discontinuity

View Manufacturing Insights

Manufacturing Insights process parameters

AI functions on the same platform basis

AI notebooks, AI pipelines and the Manufacturing Analytics Copilot access the same data foundation. This turns AI from a prototype into a usable function in everyday life.

AI Notebooks

Evaluate stored machine data using language and Python

AI notebooks help companies to understand stored machine data more quickly. Even without programming knowledge, analyses can be started by voice, results can be prepared as tables or visualizations and the next meaningful evaluation steps can be continued directly.

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Data sovereignty and open source as an operating principle

Open source, on-premise and open interfaces ensure that the platform, analysis and AI remain under your own control in the long term.

Open source instead of black box

Bytefabrik is based on open components such as Apache StreamPipes, which we initiated and continue to develop significantly to this day. This creates transparency, auditability and a technical basis that companies can operate and expand themselves in the long term.

On-premise and private cloud for industrial data rooms

The platform, analysis and AI functions can be operated in controlled environments. This means that data storage, access model and operational responsibility remain within your own sphere of influence.

Language models do not see the real production data

In the AI modules, language models generate code and execution logic that run in your environment via open APIs and client libraries. The actual data remains in the controlled systems.

This is what Bytefabrik looks like in action

Discover how data collection, analysis and AI interlock in an end-to-end solution.

Machine data acquisition

Combine machine and sensor data on an open platform and make it available for other applications in a controlled manner.

View IoT Data Hub

Production analysis with progression and parameters

Deviations in quality, cycle time or availability can be analyzed together with process parameters, progression and context.

View production analysis

From the OEE value to the actual cause

Go from OEE key figures to root cause analysis. Investigate deviations down to process parameters and control signals, without any additional data sources.

OEE and root cause analysis based on control data

View Manufacturing Insights

AI notebooks and AI pipelines for intelligent analyses

Use intelligent tools to flexibly evaluate stored machine data and analyze live data streams in a targeted manner. This allows new analyses to be created faster and closer to real production issues.

AI notebooks and AI pipelines for analyses

View AI tools

Data stories and AI-supported classification

Document findings, share specialist context and use AI functions on the same open platform basis.

View data stories

Dashboards and visualizations for the store floor

Build time series, tables and summarized views for store floor, control center and engineering on the same database.

View dashboards

Why companies work with Bytefabrik

One platform instead of many partial solutions

Connectivity, data model, dashboards, production analysis, data stories and AI enhancements are built on the same technical foundation.

Open, operable and data sovereign

Open source, on-premise and open interfaces help to keep data storage and execution under your own control in the long term.

Production understanding and IT expertise from a single source

Bytefabrik understands complex production processes as well as the IT side behind them and accompanies customers as a trusted partner from the first pilot to the worldwide rollout.