Turning Engineering Data Into Ongoing Value
More than 60% of corporate data is product-describing data. 3D CAD data, 2D drawings, specifications ... This data contains an enormous amount of knowledge. Luminarity analyzes engineering data in seconds, recognizes patterns, links knowledge, and creates a new form of data intelligence. Product data becomes systematically usable - autonomous, scalable, and highly accurate.
8-12% COST REDUCTION
80-90x FASTER PROCESSES
+90% BETTER MASTER DATA
AUTONOMOUS COSTING
AUTONOMOUS SAVINGS
World's first Product Data Intelligence
- Autonomous reading of 3D models & 2D drawings
- Automated detection of potential savings
- Automated Cost Prediction (Should Costing)
- Integration in Engineering department with CostChecker
- AI-based Classification for Category Management
- Integrated Benchmarking
- Automated Carbon Footprint Calculations
- Excellent Master Data for AI-driven Processes
Transforming Engineering Data into Profit
Luminarity transforms engineering data into a form that can be used by AI and links the data to commercial information from ERP systems. The bottom line: unparalleled transparency and a basis of fact-based data for fact-based answers.
3D Data Mining Server STATUS
2D Data Mining Server STATUS

Classification Server STATUS

LLM | MCP Server STATUS
Talk To Your Engineering Data
Luminarity transforms fragmented engineering data into an intelligent unity, enabling complete process automation. Complex questions that previously required enormous effort are now processed and answered in real time. A new era in leveraging your enterprise data begins. What would you like to ask Luminarity?
Ask Luminarity complex questions in natural language ... and get answers in seconds. A new era in the use of corporate data has begun.
The End-to-End AI-Platform for Industrial Enterprises
Luminarity organizes the AI-components into the layers Data Generation (UPR - Unified Part Representations), Data Usage and Data Automation. These Layers smoothly work together, to enable an efficient and scalable Product Data Intelligence. Our approach breaks down complex processes into manageable components - enabling companies, to run and maintain a Product Data Intelligence based on their product-describing data.
The Impact of Luminarity

With Luminarity, savings are guaranteed. Luminarity autonomously analyzes thousands of product-describing data such as 3D CAD models, 2D drawings and ERP data and identifies reliable, fact-based and quickly realizable savings potentials.

Luminarity includes automated data generation and substantially improves data quality in PDM, PLM and ERP-Systems. Luminarity makes technical, highly relevant informations available in a usable form. The result: Excellent master data - automatically.

Processes are substantially accelerated by Luminarity. Information is available in homogeneous, excellent quality at the earliest possible point in time. This speeds up processes to the maximum. Luminarity is able to completely automate or even eliminate processes.
Data Become Team Players
Luminarity turns engineering data into team players. Processes are automated end-to-end, because the knowledge of the product-describing data is available in excellent quality and at the earliest possible point in time. The possibilities for use are unlimited ...

Luminarity shows fully automated, fact-based options for reducing complexity

With Luminarity, costs are known at the earliest possible point in time - fully automatically and with high precision

Whether a thousand or a hundred thousand items is irrelevant. Luminarity always finds potential savings

With Luminarity, items receive their correct category group allocation completely autonomously

With the CONNectors, relevant technical parameters are supplied directly to the peripheral systems

Luminarity knows everything about every item and finds impressive solutions, to reduce the number of items

It is substantially easier to act in a more compliant manner, as - for example - the most suitable suppliers are calculated on the basis of various criteria

Luminarity includes all the necessary components to train and operate Artificial Intelligence
Explainable and Trusted AI Initiative
In the EU, there is the AI Act, which classifies AI-systems according to risk levels and sets corresponding requirements. Luminarity fully complies with the EU AI Act. Our core principles of Trusted AI are:
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Transparency & Explainability: Traceable AI decisions. Understandable functionality for users.
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Fairness & Non-Discrimination: Avoiding bias and unfair distortions and the equal treatment of different groups.
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Safety & Robustness: Reliable function even with unexpected inputs. Protection against manipulation and misuse.
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Data Protection & Privacy: Responsible handling of personal data and compliance with data protection laws.
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Accountability & Governance: Clear responsibilities in case of errors and human oversight and control options.
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Sustainability: Consideration of ecological and social impacts.
Transparency & Explainability: Traceable AI decisions. Understandable functionality for users.
Fairness & Non-Discrimination: Avoiding bias and unfair distortions and the equal treatment of different groups.
Safety & Robustness: Reliable function even with unexpected inputs. Protection against manipulation and misuse.
Data Protection & Privacy: Responsible handling of personal data and compliance with data protection laws.
Accountability & Governance: Clear responsibilities in case of errors and human oversight and control options.
Sustainability: Consideration of ecological and social impacts.

The Combined Power of Engineering Data and Artificial Intelligence
Maximise profitability through the systematic use of your product data. Welcome to the world's first Product Data Intelligence.
Integrating Artificial Intelligence in Compliance With Data Protection Regulations
Luminarity integrates seamlessly into your existing IT landscape using CONNectors. These CONNectors link to your CAD, PDM, PLM, and ERP systems, ensuring smooth data flow. Connect your approved AI provider (e.g., Copilot) to the Luminarity MCP server and use your AI to answer questions in real time.




The Luminarity Configurations
The Luminarity Configurations
Product Data Intelligence
Using corporate data in a new dimension
Data-Mining Server 3D & 2D
AI-based search over LLM
PDM / PLM / ERP-CONNector
AI - CONNector (MCP Server)
Dashboard & Reporting
AI-based similarity search
Autonomous search for savings
Autonomous item classification
AI-based cost prediction
Customized prediction models
3D CAD Integration CostChecker
Benchmark data
Product Data Intelligence
Experience continuous benefits
Data-Mining Server 3D & 2D
AI-based search over LLM
PDM / PLM / ERP - CONNector
AI - CONNector (MCP Server)
Dashboard & Reporting
AI-based similarity search
Autonomous search for savings
Autonomous item classification
AI-based cost prediction
Customized prediction models
3D CAD Integration CostChecker
Benchmark data
Product Data Intelligence
Pushing the boundaries of efficiency
Data-Mining Server 3D & 2D
AI-based search over LLM
PDM / PLM / ERP - CONNector
AI - CONNector (MCP Server)
Dashboard & Reporting
AI-based similarity search
Autonomous search for savings
Autonomous item classification
AI-based cost prediction
Customized prediction models
3D CAD Integration CostChecker
Benchmark data
We Orchestrate the Product Data Intelligence
Luminarity is the product of 10 years of project experience at shouldcosting GmbH. The extremely well-tested algorithms, the proofed AI, the enormous expertise in data mining, and unbeatable functions of the shouldcosting software are combined in the SaaS platform Luminarity.ai. Ultimately ... ice hockey games, a family birthday party, and a tennis tournament also had a major influence on the current composition of our team. What sets it apart is more than just professional competence and experience; it's the attitude. Solution-oriented, extremely committed, and motivated. And... we all love music.

A. Jebali

A. Seiler

H.P. Gysel

A. Gunzenhauser

J. Byland

A. Hofmann

Luminarity AG
Marktgasse 7
8640 Rapperswil-Jona
Schweiz
E-Mail: info(at)luminarity.ai
Tel: +41 55 536 02 12










