Tools & AI agents
Purpose & Business Need
Scattered SOPs, manuals and experience require users to search multiple sources and verify evidence.
Centralize industrial knowledge and answer questions with traceable sources.
01yunjie · AI for manufacturing
The Customer Value
Reduce fragmented searches
Use semantic search and Q&A to reduce switching between documents.
Maintain reusable knowledge
Manage categories, versions and permissions while retaining citations and feedback.
A Business Question This Product Supports
“What procedures and experience support handling this field issue?”
02yunjie · AI for manufacturing
Clear, Concrete Capabilities
- Document classification and versions
- Role-based access
- Semantic search and Q&A
- Source citations
03yunjie · AI for manufacturing
Inputs & Deliverables
- Inputs & Connections
- SOPs, manuals, drawings and cases
- Deliverables
- Knowledge search results and source-backed answers
- Implementation & Use
- Agree on scope based on existing systems, site conditions and permissions, then configure, integrate, train and trial the application.
04yunjie · AI for manufacturing
Evaluate the Business Value
Search time, answer sources, document coverage and maintenance
Agree on baselines and definitions, then review changes in real tasks. Confirm parameters, deployment and acceptance scope during discovery.