Agentic quality engineering for manufacturing

Every record, bonded.

The agentic platform for automotive quality engineering. From the customer drawing to the part submission warrant, MIYOQA keeps your quality records connected, calculates figures with engines, and leaves decisions to your engineers.

Agents proposeEngines computePeople decide

Example data · Part DEMO-HOUSING-10, pump housing

Characteristic H2 Face flatness · 0.05 mm maximum · Critical characteristic Part DEMO-HOUSING-10 has characteristic H2 · Analysed in PFMEA line 17 · Controlled by control plan line 22 · Measured by gauge G-CMM-02 · the leak-reject NCR found on characteristic H2
36calculation engines, each with a version
11investigation diagrams built from records
18PPAP elements checked before submission
8lifecycle stages, from sourcing to closure
13acts the assistant never takes

The problem

Quality records are maintained apart.

The PFMEA, the control plan and the inspection results are kept in separate documents. A change to one is not reflected in the others, and the gap is found later, at audit or at the customer.

01

A design change reaches the drawing, but not the PFMEA.

02

A corrective action closes, but the control plan does not change.

03

The same audit finding returns at the next audit.

How work is done

Agents propose. Engines compute. People decide.

Each step is recorded with the person, agent or engine that performed it.

Agent

PROPOSES

Drafts a PFMEA line from the process flow and the characteristic. It does not rate it.

OperationOP20 Machining
Failure modeFace flatness out of tolerance
EffectExternal coolant leak
RatingsAwaiting a person
Draft

Engine

COMPUTES

Calculates the action priority from the ratings the engineer entered.

Severity · Occurrence · Detection8 · 6 · 7
Action priorityHigh
MethodAIAG-VDA FMEA
Calculation record attached

Engineer

DECIDES

Rates severity, occurrence and detection, reviews the calculation and approves the revision.

Ratings entered byProcess engineer
PFMEARevision 4
Approved

A proposal becomes a record only where that record is kept, and only when a person accepts it.

Measured performance

Results we measure, with their conditions.

36 of 36

Runs correct on the twelve hardest investigation tasks on the Engineering Board: fishbone, 5-Why, Is/Is-not, A3 and others.

Three runs per task · Sonnet 5.5 · 7 October 2026 · on the release now in production

21 of 21

8D problem-solving runs correct, from containment to the verified corrective action.

Three runs per task · Sonnet 5.5 · 6 October 2026

Internal benchmarks. Method available on request.

Demonstration

Review your own part on MIYOQA.

Provide one part's BOM, PFMEA and control plan. We will show what is connected and what is missing.

Contact

contact@miyoqa.com

Complete the request form, or write to us with your name, company and the part you would like to review. We reply within two working days.