INDUSTRY FIELD GUIDE
Metalworking machinery data for AI roll-stack records
Rolling mills and other metalworking machinery form a defined Census category.
NAICS 333519 · Rolling Mill and Other Metalworking Machinery Manufacturing
Rolling mills and other metalworking machinery form a defined Census category. An original data task can focus on the recorded component arrangement and the views needed to verify it. Census metalworking-machinery scope
Draw a fictional roll stack with numbered positions and create an assembly traveler. Use paper cylinders with reference-side markers. Put a correctly numbered component in the wrong position in one case. Ask the assistant to compare the staged arrangement with the issued drawing. Include a later proposed stack change and an image viewed from the opposite reference side.
Annotate position, component, reference side, assembly event, drawing revision and view. Evaluate with a new stack arrangement and naming scheme. Score reversed viewing orientation, a proposed change treated as executed and component identity confused with position independently. The key should identify which source establishes the observed mismatch.
Use original designs and inert props. Customer tooling configurations, proprietary process settings, licensed drawings and inspection records need permission for the proposed use. Explain the arrangement-review task and independent key to prospective buyers. Their accepted brief should determine any further document preparation or authorized capture.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
The correct roll type sits in the wrong stack position
Paper cylinders depict a fictional three-slot machine stack without operating settings.
| Record | Source | What it records |
|---|---|---|
| 1 | Drawing | Top R1, middle R2, bottom R3. |
| 2 | Traveler | Installed top R1, middle R3, bottom R2. |
| 3 | Photo | Top label R1 clear; lower labels hidden. |
Question for the model
What can be concluded from the documents and photo?
Show the reference answer and checks
Record 2 shows middle and bottom positions reversed compared with record 1. Record 3 confirms the top only; it cannot verify the documented lower-position swap. Maintain a documentary discrepancy and request a view of the concealed slots for independent confirmation.
- Comparing the roll inventory without positions
- Claiming image confirmation for hidden lower slots
Fields to preserve
- stack_position
- Distinguishes top, middle and bottom
- installed_roll
- Records part assignment
- visibility_by_slot
- Limits visual verification
Test another case
Use identical roll types but unique position-specific serials; assess both type and instance placement.
No actual roll dimensions, machine process or safe operation guidance.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.