Turn fragmented data into measurable business impact

We design, build and scale data-driven solutions, from first use case to enterprise-wide adoption

Turning solutions
into real-world impact

01

Decode operational complexity

We start from how your organization runs and the challenges you see in daily operations

Align with proven approaches

We connect your operational needs with established ways of addressing similar challenges

02

Integrate systems and data

We integrate our systems into your environment and connect them to your data

03

Scale & optimize

The system is used in daily operations, supporting decision-making and workflows across processes

04

Turning solutions
into real-world impact

01

Decode operational complexity

We start from how your organization runs and the challenges you see in daily operations

Align with proven approaches

We connect your operational needs with established ways of addressing similar challenges

02

Integrate systems and data

We integrate our systems into your environment and connect them to your data

03

Scale & optimize

The system is used in daily operations, supporting decision-making and workflows across processes

04

From industrial complexity
to intelligent execution

Across engineering, supply chain, and compliance, we transform fragmented data and processes into real-time, AI-driven operations.

AI for Industrial Operations

Automate workflows with AI

Extract & generate documents

Procurement, logistics, production & sales automation

Documents Procurement Data Logistics Sales Production AI INTELLIGENCE

AI

Intelligence
Documents
Data
Procurement
Logistics
Sales
Production

Track Equipment & Materials

Track & trace equipment, materials, and assets in real time

RFID, GPS, LoRaWAN & 2D code integration

SAP and Siemens operational data context

Warehouse
Site A
Supplier
Site B
Customer
Warehouse Supplier Site A Site B Customer In transit On site Issue

Turn Engineering Documents into Digital Data

CAD files, PDFs & engineering drawings into digital models

Structured extraction of technical document data

AI-based validation and engineering data enrichment

Equipment
Materials
Specifications
Technical Drawing
Digital Data Model

Automate Compliance & Product Safety

Automate regulatory and safety data processing

Manage product compliance across EU and global standards

Manage Digital Product Passports and chemical data requirements

Standards Evidence Policies Process data Regulations Product data COMPLIANCE &SAFETY ISSUES
Compliance & Safety Engine
Policies
Product data
Regulations
Process data
Standards
Evidence

Connect Product & Supply Chain Data

Create and share Digital Product Passports

Enable supply chain data exchange across companies

Track circularity and sustainability metrics end-to-end

DIGITAL PRODUCTPASSPORT Materials Service Production Customers Suppliers Logistics

From industrial complexity
to intelligent execution

Across engineering, supply chain, and compliance, we transform fragmented data and processes into real-time, AI-driven operations.

AI for Industrial Operations

Automate workflows with AI

Extract & generate documents

Procurement, logistics, production & sales automation

Documents Procurement Data Logistics Sales Production AI INTELLIGENCE

AI

Intelligence
Documents
Data
Procurement
Logistics
Sales
Production

Track Equipment & Materials

Track & trace equipment, materials, and assets in real time

RFID, GPS, LoRaWAN & 2D code integration

SAP and Siemens operational data context

Warehouse Supplier Site A Site B Customer In transit On site Issue

Turn Engineering Documents into Digital Data

CAD files, PDFs & engineering drawings into digital models

Structured extraction of technical document data

AI-based validation and engineering data enrichment

Automate Compliance & Product Safety

Automate regulatory and safety data processing

Manage product compliance across EU and global standards

Manage Digital Product Passports and chemical data requirements

Standards Evidence Policies Process data Regulations Product data COMPLIANCE &SAFETY ISSUES

Connect Product & Supply Chain Data

Create and share Digital Product Passports

Enable supply chain data exchange across companies

Track circularity and sustainability metrics end-to-end

DIGITAL PRODUCTPASSPORT Materials Service Production Customers Suppliers Logistics

Technology

Energy

chemicals

Manufacturing

logistics

Operational intelligence architecture

A layered intelligence ecosystem where data, AI, and interfaces work as one unified system

Sovereign systems
for industrial Europe

Research and perspectives from the intersection of industrial systems, data and European digital sovereignty.

CONNECTED INTELLIGENCE
EN

From data silos to connected intelligence

Transforming compliance and sustainability into new business models

LIFECYCLE VISIBILITY
de

Verstecktes Wissen in der Anlage –ein unterschätzter Kostenfaktor

Wie digitale Transparenz im Lebenszyklus von Equipment Kosten senkt

DIGITAL READINESS
de

The Recipe is not the Dish:

Datenkompetenzen und Digital Readiness für die digitale Kreislaufwirtschaft – ein Diskussionsbeitrag

Building operational intelligence systems for complex industries

Real systems we have built for operational, data and AI-driven environments

SAIFTY

For materials&products

Advanced analytics for compliance, sustainability & marketability

SEP

For factory floor

Boost online presence and engagement through strategic digital enhancements

freiraum

For for real estate

AI-supported digitization of documents and lightning-fast investment decisions.

Sovereign systems
for industrial Europe

Research and perspectives from the intersection of industrial systems, data and European digital sovereignty.
SUSTAINABILITY

From Data Silos to Connected Intelligence

Transforming compliance and sustainability into new business models
product compliance

Digital Product Passport: creation & management

Automated creation and management of Digital Product Passports. Eliminating data silos to establish a reliable single source of truth for product compliance.
DOCUMENT INTELLIGENCE

Micro-brains: Intelligent Document Automation & Orchestration

Transform unstructured enterprise documents into traceable, structured data and orchestrate downstream actions across compliance, quality, and ERP-connected workflows
ASset Intelligence

Technical Drawing Extraction

The Smart Equipment Passport applies AI extraction to a plant’s three richest sources of engineering knowledge – P&IDs, piping isometrics,and electrical schematics. Each output is scored, traceable, and expert-reviewed before release.
DIGITAL READINESS

The Recipe is not the Dish:

Datenkompetenzen und Digital Readiness für die digitale Kreislaufwirtschaft – ein Diskussionsbeitrag
ASset visibility

Tracking & Material transparency

The Smart Equipment Passport makes location, status, history and responsibilities visible in one trusted record

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Turn fragmented data into operational decisions

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Turn fragmented data into measurable business impact

We design, build and scale data-driven solutions, from first use case to enterprise-wide adoption

Use cases

Operational inefficiency

Teams cannot act fast due to fragmented operational data.

Delayed decision-making and reactive processes across business units.

Slow decision cycles

When decisions depend on manual analysis instead of real-time intelligence.

Time-consuming reporting processes slow down business execution.

Compliance complexity

When regulatory and sustainability requirements are difficult to manage at scale.

High manual effort and increased risk of non-compliance across operations.

Risk visibility gaps

Critical risks remain undetected or poorly monitored across the organization.

Delayed decision-making and reactive processes across business units.

Digital foundations

We combine data, machine learning and digital interfaces to build scalable, high-impact systems. These capabilities power solutions in operations, compliance and AI-driven decision systems across industries.

Data Analytics

A scientific approach to structuring and analyzing data across complex enterprise systems.

Integrate multiple data sources (ERP, IoT, operational systems)

Enable reliable, structured data foundations

Support real-time insights and reporting

Digital Interfaces

Human-centered interfaces connecting users with complex data and AI system

Design operational dashboards and applications

Translate data into actionable workflows

Enable intuitive interaction with complex systems

Artificial intelligence

Machine learning systems that operate in real-world business environments.

Build predictive and classification models

Enable anomaly detection and forecasting

Support decision-making in operational processes