AI 8D report generation: complaint closed fast and professionally
A customer raises a complaint on a batch. They require an 8D report within 5 working days. In practice: 2 days investigating what happened, 1 day internal meeting, 2 days writing the report. All manual, all from scratch.
AI reduces this to one working hour of review and completion.
How AI generates the 8D
Input data — automatic collection
When a customer complaint arrives, the system automatically gathers:
- Data from the complaint card (customer, product, batch number, defect description)
- Production records for the batch (CNC parameters, tooling, operator, shift)
- Measurement and inspection results from the quality department
- CAPA history for similar defects (D4 root cause)
Generated 8D report
8D REPORT — Ref. 8D-2026-047
Customer: Kovospol s.r.o. | Date opened: 03.05.2026
D1 — Team
Responsible: Jana Horváth (Quality)
Members: Tomáš Kovač (Production), Martin Blaho (Process Engineer)
D2 — Problem Description
Product: Shaft HŠ-2245, batch J-220 (120 pcs)
Defect: Bearing surface ø60 h6 out of tolerance (-0.024 mm, tolerance -0.011 to -0.029)
Claimed quantity: 12 pcs (10 %)
D3 — Immediate Containment
✅ Full recall of all 120 pcs from batch J-220
✅ 100% measurement inspection — completed 04.05.2026
✅ Replacement parts shipped to customer 05.05.2026
D4 — Root Cause
Tool T01 wear (finish turning) exceeded service life limit.
Replacement interval was set at 7 days (≈1,200 pcs); actual tool life
for this material is 850–920 pcs. Confirmed by 4 similar cases
in the past 18 months.
D5 — Corrective Action
Tool T01 replacement interval changed to 850 pcs (updated in routing 05.05.2026)
D6 — Preventive Action
Added inspection point: measure ø60h6 every 100 pcs.
System alarm triggered when deviation trend exceeds 50% of tolerance.
D7 — Effectiveness Verification
Planned: continuous monitoring of next 5 batches
D8 — Closure
Planned: 04.08.2026 (after verifying 5 batches without recurrence)
Output formats for customers
The system exports the 8D report in customer-required formats — standard PDF, VDA 8D Excel template (for German customers), or direct submission to customer portals (e.g. Ford Q1 portal).