Engineering databases hold massive amounts of information, but traditional attribute search and code lookup are time-consuming and labor-intensive. We develop dedicated engineering search and Q&A tools that integrate seamlessly with your existing enterprise systems. Engineers can query in natural language to instantly retrieve target objects or design codes. The system supports multiple deployment options—including plugins, web portals, or standalone applications—and enables rapid validation using sample data.
Key Pain Points
- Massive project libraries make manual search of objects, attributes, and specifications time-consuming and error-prone.
- Software vendors wish to add AI capabilities to their products but lack development partners who understand both object models and engineering standards.
- Deliverable lists rely on manual compilation, making version tracking difficult and data consistency hard to maintain.
Development Capabilities
Deliverable plugins, APIs, toolkits, and integration blueprints (not pure outsourcing)
- RAG retrieval and Q&A services (supporting on-premises deployment)
- Data integration and API wrapping for digital delivery platforms / PID Server
- Engineering semantic indexing, access control models, and integration guides
- Joint development of AI-enhanced modules for software partners
Core Capabilities
- Semantic modeling and indexing for engineering databases & schemas
- Semantic search and object localization in project libraries
- Intelligent Q&A for engineering codes and design rules
- Automated deliverable list generation and revision comparison
Deliverables
- Plugins, APIs, or standalone applications (selected based on integration scenarios)
- Engineering data semantic models and retrieval indexing schemes
- Solution design reports and integration roadmaps
Typical Cycle
Solution design: 2-4 weeks; delivery: 6-10 weeks (depending on data scale and integration scope)
Delivery Method
We assess requirements and design with your real project data first, then move to development and acceptance delivery.