Fishbone analysis dashboard — electronic-switch defects
Enter one defect; AI maps the contributing factors across all five categories and flags high/medium/low risk — building a reusable, replicable knowledge base.
Complaint data is auto-organized into IATF 16949–ready 8D reports and control plans, linked to PFMEA risk items.
Factor mapping & risk ranking
IATF 16949–ready
P / np / c / u / I-MR
Stability, bias, linearity, GRR
S / O / D scoring & AP
Trends, anomalies, alerts
214
factors auto-ranked
15.7 days
avg. 8D closure
60–80%
less reporting time
minutes
SPC/MSA anomaly alerts
Map your quality pain points & data
Encode industry know-how into the tool
Training and go-live
Ongoing tracking & ROI
The manufacturer needed to quickly identify root causes of product defects, but the traditional process relied on manual analysis by engineers — time-consuming and difficult to replicate.
Book a Consultation for a Similar Case
With the ISO 14001 revision, 60 pages of new standards needed to be understood by all factory employees. The traditional approach: hire a consultant to teach in person, have employees take time off, hand out materials. Employees forget everything immediately.
Book a Consultation for a Similar CaseNo. Deliverables build on the Excel/files you already use — if your team knows Excel, they can use it. No new system, no retraining.