How Artisan Reduced Fabrication-Pack Generation from Weeks to Minutes
An Oil and Gas engineering organization used Artisan to automate fabrication-package generation for standardized modular well-pad configurations improving speed, consistency and repeatability.
Results at a Glance
198 Artifacts – Producer Module package generated in approximately 12 minutes
336 Artifacts – Double Injector package generated in approximately 24 minutes
Weeks to 8 Minutes – Reported execution-time improvement across the broader deployment
Project Overview
Industry: Oil and Gas and EPC
Application: Modular SAGD Well-Pad Infrastructure
Solution: Artisan – Diagram and Document Generation System
Outputs: Engineering Drawings, Datasheets and Fabrication Documents
The Challenge
Modular SAGD well-pad facilities used standardized designs, but each configuration still required extensive engineering and fabrication documentation.
Key Challenges
- Extensive manual drafting and document preparation
- Repeated formatting across similar deliverables
- High document volumes
- Delays, inconsistencies and avoidable rework
- Time-consuming adaptation of standard designs
- Difficulty maintaining consistent outputs
- Limited scalability across configurations
Before Artisan
Engineering Inputs → Manual Drafting → Document Assembly → Quality Review → Fabrication Package
Even when the design was standardized, each package required substantial manual engineering effort.
The Solution
Drishya AI developed a Diagram and Document Generation System using the Artisan platform.
The system connected engineering inputs within a contextual model and used approved templates to adapt standardized designs for specific configurations.
The Solution Included
- DWG cleaning and templating
- Centralized template database
- Automated order assembly
- Document and diagram generation
- Automated tagging and naming
- Audit database
- User access controls
- System-health monitoring
- Contextual engineering-data modelling
- Configuration-based template adaptation
Engineering Inputs Included
- Piping and Instrumentation Diagrams
- Process Flow Diagrams
- Heat and Material Balances
- Mechanical datasheets
- Pressure Safety Valve datasheets
How Artisan Works
Engineering Inputs → Contextual Model → Approved Templates → Automated Generation → Fabrication Package
Artisan structures the engineering information, applies configuration requirements, selects approved templates and automatically produces the required fabrication documents.
| Before | After |
|---|---|
| Manual drafting | Automated generation |
| Repeated document assembly | Template-driven production |
| Individual file preparation | Coordinated package generation |
| Inconsistent formatting | Standardized outputs |
| Manual tagging and naming | Automated document controls |
| Week-scale execution | Minute-scale execution |
Business Impact
198 Artifacts in Approximately 12 Minutes
Artisan generated 198 artifacts for a Producer Module.
336 Artifacts in Approximately 24 Minutes
Artisan generated 336 artifacts for a Double Injector configuration.
Weeks to Approximately 8 Minutes
Across the broader deployment, fabrication-pack execution was reported to have decreased from weeks to approximately eight minutes.
The Results
- Automated fabrication-package generation and assembly
- Improved repeatability across modular configurations
- Reduced manual drafting and document preparation
- Increased consistency across engineering outputs
- Accelerated adaptation of standardized designs
- Strengthened auditability and document control
- Created a scalable foundation for modular projects
Key Takeaway
Artisan transformed fabrication-pack generation from a manual, week-scale engineering activity into a repeatable automated process measured in minutes.
