Modulario by AMCEF
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AI 8D report generation — deliver an 8D to your customer in hours, not a week

Modulario AI automatically generates 8D reports based on claim data, quality inspection records, and production history. Customers receive a structured report quickly — without chasing.

Time saved: 4–10 hodín / 8D report × počet reklamácií za mesiac
Modules: kvalita Documents

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).

Modules required for this use case

AI 8D report complaints quality customer

Frequently asked questions

What is an 8D report and who requires it?

8D (Eight Disciplines) is a structured complaint protocol required primarily in the automotive industry (customers such as Volkswagen, BMW, ZF). It consists of 8 disciplines: D1 team, D2 problem description, D3 immediate containment, D4 root cause, D5 corrective action, D6 preventive action, D7 verification, D8 closure.

What data does AI use for the 8D?

Data from the complaint record (customer, product, batch number, defect description), production records (parameters during manufacturing of the defective batch, operator, tooling, shift), quality control measurements, and CAPA history for similar defects.

Can I edit the 8D before sending it to the customer?

Yes — AI generates the first draft, the responsible person reviews and completes it. The system tracks change history and versioning. Sending to the customer always requires manual approval.

Want to deploy this use case in your company?

Book a free 60-minute consultation — we'll show you how it works in a real environment.

Dávid Bělousov

Dávid Bělousov

Sales Director

+421 902 826 802 sales@amcef.com
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