Connect drawings, 3D CAD, BOMs, suppliers, quotes, quality records and decisions so engineers and operators can find what already happened—and act on it.
Manufacturing work is distributed across PLM, ERP, file servers, drawings, 3D models, PDFs, spreadsheets and years of tacit knowledge. The platform preserves that context instead of flattening it into generic documents.
Connect business systems and file stores, then parse the formats manufacturing teams actually use.
Parts, revisions, suppliers, prices, processes, defects and transactions become a traceable data map.
Find by text, geometry, specification, similarity, supplier history or operational relationship.
Purpose-built workflows turn connected data into execution and capture each new decision back into the system.
Similarity alone is not enough. The useful result connects the drawing to revisions, supplier history, quality events, costs and the people/processes that created it.
The platform should disappear into the decisions people already make: reuse or redesign, supplier selection, cost review, launch readiness, quality investigation and asset lifecycle management.
Surface similar historical parts, previous revisions and downstream outcomes before a new design is created from scratch.
SIMILARITYREVISIONBring quote history, supplier performance and comparable geometry into sourcing and cost conversations.
SUPPLIERQUOTEConnect the current product revision to manufacturing requirements, prior issues and unresolved readiness tasks.
PROCESSREADINESSTrace defects back through part family, supplier, revision and process history without manually collecting files across systems.
NCRTRACEConnect equipment, drawings, maintenance records, spare parts and operating history into one reference model.
ASSETMAINTENANCEAsk questions or execute structured analysis against governed enterprise context with traceable source evidence.
AGENTEVIDENCEThe compounding advantage is not a chatbot. It is a system that captures what the organization learned—why a supplier was chosen, why a design changed, which process failed, what cost moved—and makes that context retrievable the next time.
Design files, supplier economics and quality history require explicit access control, auditability and deployment discipline. The platform is designed around governed access rather than a public document index.
Start with the systems, drawings and workflows that already exist. The first goal is not “AI transformation”—it is answering expensive manufacturing questions faster and with evidence.
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