ChinaManufacturing2026 – ongoing

China FAW Group

Lingxi Zhijian cockpit-software defect analysis

FAW reported cutting cockpit-software defect handling from 2 hours to 10 minutes with multimodal AI

WorkingCompany's own claimOfficial ↗

Problem

Cockpit-software quality work included repetitive log analysis. Handling an individual defect took 2 hours before the reported deployment.

Approach

FAW deployed Lingxi Zhijian to analyze the root causes of cockpit-software defects using multimodal AI. The system supported software quality assurance within its development workflow. FAW reported shorter defect handling and faster log scanning after deployment.

Results

10 minuteshandling time per defect after deployment, down from 2 hours, according to FAWCompany's own claim[1]

more than 15-foldreported improvement in log-scanning efficiency, according to FAWCompany's own claim[1]

Takeaway

FAW measured the result at the defect-analysis step. It did not report a corresponding change in overall software release time.

Sources

喜报！中国一汽灵犀智检获评‘软件研发优秀案例’！
FAW Software2026Company publication

Source summaries

[1]FAW Software2026

FAW described Lingxi Zhijian as an operating multimodal AI system for cockpit-software defect root-cause analysis. It reported defect handling falling from 2 hours to 10 minutes and log-scanning efficiency improving more than 15-fold. The system received a software-development case award at TiD2026.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026