How Artisan Transformed P&IDs into a Reusable Engineering Source of Truth
An Oil and Gas engineering organization used Artisan to transform information contained within P&IDs into structured, reusable engineering data creating a foundation for automated downstream deliverable generation.
Project Overview
Industry: Oil and Gas Engineering
Solution: Artisan – P&ID Digitization and Engineering Deliverable Automation
Application: Engineering Data Extraction and Deliverable Generation
Integration: Existing Engineering Workflows and Project Templates
The Challenge
Engineering and fabrication deliverables depended heavily on information contained within P&IDs. Although these drawings contained essential data, the information was not structured for systematic reuse.
Key Challenges
- Repeated manual interpretation of P&IDs
- Time-intensive engineering-data extraction
- Manual compilation and cross-referencing
- Reuse of the same data across multiple deliverables
- No structured source of truth connecting drawings and downstream outputs
- Significant engineering effort spent on repetitive activities
Before Artisan
P&IDs → Manual Interpretation → Data Extraction → Cross-Referencing → Deliverable Preparation
The same foundational information had to be repeatedly extracted, interpreted and compiled for different engineering and fabrication deliverables.
The Solution
Drishya AI deployed Artisan to interpret P&IDs and convert the extracted information into structured engineering data. The solution combined machine learning and software automation with the client’s Oil and Gas engineering workflow knowledge.
The Solution Included
- AI-assisted P&ID interpretation
- Automated extraction of engineering information
- Structured engineering-data modelling
- Creation of a contextual engineering database
- Integration with existing project templates
- Alignment with established engineering processes
- Support for automated downstream deliverable generation
- A foundation for cross-referencing additional engineering information
How Artisan Works
P&IDs → AI Interpretation → Engineering Data Model → Project Templates → Engineering Deliverables
Artisan interprets information contained within P&IDs and organizes it into a contextual engineering data model. This structured data is connected with approved project templates to support downstream deliverable generation.
| Before | After |
|---|---|
| Static P&IDs | Reusable engineering data |
| Manual data extraction | AI-assisted interpretation |
| Repeated data entry | Structured information reuse |
| Disconnected information | Contextual engineering database |
| Manual cross-referencing | Connected engineering information |
| Individual document preparation | Template-based generation |
Business Impact
A Reusable Engineering Source of Truth
P&IDs → Structured Engineering Data → Downstream Deliverables
Artisan created a connected information flow between foundational drawings, structured engineering data and downstream outputs.
Engineering information could be captured once, organized systematically and reused across multiple workflows, deliverables and future projects.
The Results
- Established a reusable engineering source of truth based on P&ID data
- Enabled deliverable generation for facility modules and well sites
- Integrated automated generation into existing engineering workflows
- Connected structured data with approved project templates
- Reduced repetitive interpretation, compilation and cross-referencing
- Created a foundation for connecting additional engineering information
- Converted project information into a reusable digital engineering asset
- Established a scalable foundation for future engineering and construction projects
Key Takeaway
Artisan transformed P&IDs from static drawings into a structured, reusable engineering source of truth creating the foundation for automated downstream deliverable generation across projects.
