Question 1

What is P&ID digitization?

Accepted Answer

P&ID (Piping and Instrumentation Diagram) digitization is the process of converting technical drawings from paper or PDF formats into structured, machine-readable digital data. This enables intelligent diagrams that can be analyzed, queried, and integrated with other engineering systems.

Question 2

How does Model Broker work?

Accepted Answer

Model Broker uses pattern matching to identify and extract components from P&IDs. Users import diagrams, configure pattern matching rules and export results in standardized formats like DEXPI or material lists.

Question 3

What is DEXPI and why is it important?

Accepted Answer

DEXPI (Data Exchange in the Process Industry) is an ISO 15926-based standard for exchanging P&ID data between software systems. It creates 'intelligent diagrams' that machines can understand, enabling seamless CAD system integration and digital twin implementation.

Question 4

What formats does Model Broker support?

Accepted Answer

Input formats: PDF and CAD files (DXF, DWG, DNG). Output formats: DEXPI (XML), DEXPI 2.0, PLCopen XML for control logic, Excel material lists, equipment lists, and connection tables.

Question 5

How accurate is the recognition?

Accepted Answer

Model Broker can achieve up to 100% recognition coverage with proper configuration. Initial recognition typically achieves 85-95% accuracy, with the remaining symbols can be manually matched via the user interface.

Question 6

How much time can Model Broker save?

Accepted Answer

Case studies show up to 75% time reduction. For example, Sweco reduced 170 diagram processing from 1,700 hours to 425 hours - saving 1,275 engineering hours. Individual diagrams that took 10+ hours manually now take 2-3 hours.

Question 7

What CAD systems does it integrate with?

Accepted Answer

Model Broker exports DEXPI-compliant data compatible with AutoCAD, CADMATIC (eShare, eBrowser, eDrafting), Bentley MicroStation, Intergraph SmartPlant, and other DEXPI-compliant systems.

Question 8

What are the hardware requirements?

Accepted Answer

Operating System: Windows 10. Processor: Modern multi-core CPU (4+ cores recommended). RAM: 8GB minimum, 16GB+ recommended. Storage: SSD recommended for optimal performance. Display: Full HD (1920x1080) minimum.

Question 9

Is it on-premises or cloud-based?

Accepted Answer

Model Broker is primarily deployed on-premises for data security and compliance. This ensures your sensitive engineering diagrams remain within your infrastructure. Cloud deployment options are also available - contact us for details.

Question 10

Can it handle control logic diagrams?

Accepted Answer

Yes! Model Broker for Diagrams includes specialized functionality for control logic diagram extraction with PLCopen XML output - a standard format for programmable logic controllers.

Question 11

Which industries use Model Broker?

Accepted Answer

Energy & Power (Fortum for power generation and district heating), Engineering Consulting (AFRY, Sweco), Industrial Manufacturing (Yara for crop nutrition), Process Industries (chemical, oil & gas, pharmaceuticals), and Infrastructure (water treatment, HVAC systems).

Question 12

How is this different from generic AI/OCR solutions?

Accepted Answer

Model Broker is purpose-built for technical diagrams with engineering-specific symbol recognition, relationship extraction (connections between components), standards-compliant output (DEXPI, PLCopen), pattern configuration interface for custom symbols, and topology understanding. Generic AI/OCR reads text but doesn't understand diagram structure or engineering context.

Question 13

What training is required?

Accepted Answer

Initial Setup: 1-2 days of configuration and symbol library pattern configuration. User Training: 2-4 hours for operators to learn the interface. Ongoing: Continuous improvement as new symbol types are encountered. Semantum provides onboarding support and training materials.

Question 14

How long does it take to process a diagram?

Accepted Answer

Initial recognition and pattern configuration for 100 PDF: in average 10 working days. Review and correction: 1.5-2.5 hours for complex diagrams. Total: 2-3 hours vs. 10+ hours manual redrawing. Processing time varies based on diagram complexity and symbol variety.

Question 15

Can I try Model Broker before purchasing?

Accepted Answer

Yes! Contact us at contact@semantum.fi or through our contact form to request a demonstration or pilot project evaluation. We can process sample diagrams from your library to demonstrate results.

Question 16

What is the ROI of P&ID digitization?

Accepted Answer

ROI depends on your volume, but typical benefits include: Time savings (75% reduction in digitization effort), Cost savings (reduced engineering hours - 1,275 hours saved = €100K+ at typical rates), Quality (reduced human error, standardized data), Enablement (unlock digital twin, simulation, AI analytics), and Compliance (ISO 15926 standards adherence).

Question 17

How does pricing work?

Accepted Answer

Pricing is based on deployment model, volume, and support requirements. Contact us at contact@semantum.fi for a customized quote based on your needs.

Question 18

Who develops Model Broker?

Accepted Answer

Model Broker is developed by Semantum Oy, a Finnish software company founded in 2007 specializing in modeling, simulation, and engineering automation. Based in Espoo, Finland with 25 employees and serving customers in 10+ countries.

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