Automotive and parts
Quality closure for OEM and parts manufacturing, covering APQP, PPAP, process quality, traceability and 8D.
Industry Solutions
Reusable solutions for advanced manufacturing industries
Build repeatable quality and intelligent manufacturing capabilities across automotive, new energy, electronics, electrical and more. Diese Seite ist fuer den deutschsprachigen Auftritt lokalisiert und folgt der gleichen Informationsarchitektur wie die chinesische Hauptseite.
Automotive
New energy
Electronics
Electrical
General manufacturing
Industries
From quality scenarios to reusable industrial AI capability
Each industry has different quality risks, process constraints and equipment conditions, but the core path is consistent: connect quality data, let AI understand the task, and return decisions to closed-loop execution.
New energy
Quality and manufacturing collaboration for PV, lithium battery and equipment manufacturing where product change and process variation are frequent.
Electronics
Traceability, AOI inspection, assembly process evidence and quality analysis for electronics manufacturing.
Electrical
Quality standards, production collaboration, equipment data and continuous improvement for electrical manufacturing.
General manufacturing
Reusable Quality 4.0 and Industry 4.0 capability for more discrete manufacturing scenarios.
Common Architecture
The industry differs, but the quality intelligence path is shared
LinkedData does not treat each industry as a completely separate island. The same architecture can be reused and configured around different process characteristics.
Data connection
Connect QMS, MES, ERP, PLM, WMS, equipment and inspection data around real quality scenarios.
Quality semantics
Translate requirements, defects, characteristics, processes and responsibilities into understandable quality context.
Agent analysis
Use agents to support failure analysis, SPC trend judgment, 8D closure, audits and improvement follow-up.
Field execution
Return decisions to workflows, inspection stations, AI SOP, robots and other field execution carriers.
Landing Method
Start from high-value scenarios, then scale into a platform
Industry solutions usually start from a painful quality scenario, then gradually connect more data, more roles and more field execution nodes.
Identify priority scenarios
Select high-value scenarios such as complaint closure, process inspection, quality planning or AOI inspection.
Build data traceability
Connect master data, process data, inspection records and abnormal evidence.
Introduce intelligent assistance
Let agents help engineers analyze, recommend, follow up and close improvement tasks.
Extend to autonomous execution
Introduce embodied AI robots or AI SOP where field execution needs perception and action.
Reusable solutions for advanced manufacturing industries
LinkedData provides reusable Quality 4.0 and Industry 4.0 solutions for advanced manufacturing industries.