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Turn engineering drawings into actionable data
Data mining & validation services transform engineering drawings into structured, connected data that improves project delivery, data integrity, and digital readiness.
Data mining, extraction, and validation services
Let us extract valuable engineering data from your drawings and convert it into structured information that streamlines work pack building, improves project delivery, strengthens data quality, governance, and integrity, supporting smarter digital workflows.
> What is engineering drawing data mining?
MODS transform engineering drawings into structured, usable data that can be integrated into your existing workflows and systems, including MODS Connect.
Instead of manually reviewing high volumes of drawings, we rapidly identify and organize engineering information, improve data quality such as tag accuracy and allocation, automating downstream processes, for more efficient and reliable project delivery.
> What types of data can be extracted?
We can extract data from any engineering drawing with a rapid turnaround time.
Examples of extracted data include:
• Tag numbers
• Drawing numbers
• Revision information
• Drawing titles
• Drawing types
• Equipment references
• Material information
• Document relationships
The value of your engineering drawing data is in its downstream use.
MODS transform engineering drawings into trusted, structured data that powers better work packaging, stronger data integrity, faster project delivery and AI-ready engineering information.
By plugging the extracted data into spreadsheets, or other applications upon request, here’s how your newly extracted data can transform your operations:
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Build smarter work packs
Automatically relate drawings, tags and associated information to reduce manual effort and improve consistency in MODS Connect WorkPack.
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Improve data quality and governance
Identify missing, incorrect or inconsistent engineering information before it creates downstream project execution issues.
Learn about our more comprehensive data quality and governance services here. -
Strengthen data integrity
Connect drawings, tags, and documentation so project information remains complete and traceable.
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Support management of change
Understand the impact of equipment or design changes by knowing exactly where information is used.
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Stengthen reporting and analytics
Generate structured datasets for dashboards, spreadsheets, and project reporting.
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Create AI-ready engineering data
Convert unstructured engineering information into consistent, machine-readable data that supports future digital initiatives.
How Our Data Extraction and Validation Services Work
MODS process and validate the data.
Structured outputs are generated.
Data are delivered into MODS Connect or your preferred format.
What are the data mining outputs?
We deliver the data according to your requirements. Some examples of how we might deliver the extracted data include:
- Structured tag registers
- Drawing metadata
- Drawing-to-tag relationships
- Validation reports
- Exception reports
- Spreadsheet outputs
- Data ready for MODS Connect
- Data ready for integration into other engineering systems

Why "good data" matters
Explore our latest insights on data quality, management, and governance, and discover how intelligent data is enabling the next generation of asset management.


