TaiwanManufacturing2024 – ongoingAdvantech
Linkou bottleneck and OEE assistants
Advantech reported 26% less time handling SMT anomalies
Problem
Managers manually investigated production bottlenecks.
Approach
Linkou deployed generative AI assistants to analyze production data. They warned of bottlenecks and prepared reports for managers.
Results
26%SMT anomaly handling hours reduction, company-reported
Takeaway
Managers still assessed and acted on warnings.
Categories
- Size
- Large enterprise
- Industry
- Manufacturing
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Generative AI
- Adoption
- Built in-house
- Evidence
- Company's own claim
Sources
Source summaries
[1]Advantech13 Sep 2024
Advantech described production assistants. Internal statistics showed reduced anomaly handling hours.
Full details are in the original sources.
Added 1 Nov 2026 · Updated 1 Nov 2026