INDUSTRY FIELD GUIDE
Industrial machinery data for AI change-order execution
Other industrial machinery covers varied products.
NAICS 333248 · All Other Industrial Machinery Manufacturing
Other industrial machinery covers varied products. A specific custom-module exercise can test whether an assistant follows an engineering change into the record of what was built. The Census manual provides category context. Census industrial-machinery scope
Create a fictional module drawing, change request and assembly record. Approve a new component reference for future units while leaving the selected unit on its earlier configuration. Ask which drawing and component list apply to that unit. Include a purchase order for the new component and a later service note that does not document installation.
Annotate unit, change effectivity, requested part, executed assembly and source date. Evaluation can change the serial convention and introduce a fully documented update. Score future changes applied to earlier units, purchasing treated as installation and unsupported configuration assumptions independently. The key should recognize both the unchanged earlier configuration and a completed supported update.
Use original drawings and invented records. Customer designs, licensed specifications and proprietary project histories require source-specific permission. Describe the effectivity-review task and qualified reviewer process in the licensing brief. Confirm the buyer's accepted sources and required historical relationships before preparing a larger archive.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
An approved change is not an executed change
A toy machine module and fictional ticket log cover a single documented change.
| Record | Source | What it records |
|---|---|---|
| 1 | Change request | CR7 approves replacing module A with B after build 20. |
| 2 | Build traveler | Build 24 still lists A; no execution event for CR7. |
| 3 | Photo | Module tag A visible on 24. |
Question for the model
What should the build status say about CR7?
Show the reference answer and checks
CR7 is applicable to build 24 under record 1, but its execution is not supported. Records 2 and 3 instead show A, the pre-change module. Flag an approved-versus-built discrepancy; do not count approval as installation or infer why it was not executed.
- Treating approval as installation evidence
- Ignoring the effective build range
Fields to preserve
- change_request_id
- Links the approved action
- build_effectivity
- Defines where it should apply
- executed_component
- Records what was actually installed
Test another case
Log an approved deferral for builds 21–25 only; keep build 24 distinct from build 26.
No real industrial equipment drawings, production changes, maintenance procedures or safety conclusions.
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.