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INDUSTRY FIELD GUIDE

Paint and coatings wholesale batch and package specification data for AI

A distributor may carry similarly named coatings in different categories and package sizes.

By Fiund · Updated 2026-11-05

NAICS 424950 · Paint, Varnish, and Supplies Merchant Wholesalers

A distributor may carry similarly named coatings in different categories and package sizes. EPA publishes architectural coatings resources. An original exercise can test whether software links batch, category and package level without deciding how to use a product. EPA architectural coatings resources

Use empty prop cans with similar labels. Supply a dummy batch statement and a later pack change for only one code. Ask which attributes the record supports and whether a proposed substitute has matching documentation. Have a reviewer verify the product and source version.

Use original labels and no actual coatings, formulas, purchase records or proprietary supplier sheets.

Describe a fictional coatings batch sample

Original Fiund exercise

A package-size change does not transfer a batch statement to a different coating category

Empty original prop cans use abstract coating categories and invalid product IDs. There is no chemical, formula, supplier sheet, purchase or actual use instruction.

Fictional records supplied to the evaluator
RecordSourceWhat it records
CBS1Batch statementPractice product P1/category C1, batch B1, original pack 2 U. Statement Q explicitly names P1/B1/C1.
CBS2Approved pack changeP1/B1 later repacked as 1-U units under original mock authorization. Category C1 and batch identity unchanged.
CBS3Proposed substituteProduct P2/category C2 also uses 1-U pack and similar display name. No B1 link or matching Q statement for P2.

Question for the model

What attributes are supported after P1's pack change, and can P2 inherit statement Q from its equal package size?

Show the reference answer and checks

CBS1 and CBS2 support P1/B1/C1 and a documented change from 2-U to 1-U packaging without changing batch or category. CBS3 is separate P2/C2; its equal pack size and similar name do not make it a B1 item or transfer Q. Preserve packaging revision, category and exact statement scope independently. Request a matched P2 record rather than infer actual formulation, use suitability or compliance from an empty prop label.

  • Treating a pack change as a change to batch identity or product category.
  • Extending a statement to a different product because the new package sizes match.

Fields to preserve

Product, category and batch
Defines the statement scope.
Pack level and effective revision
Preserves the change.
Substitute target and supporting document
Limits attribution.

Test another case

Add P2's own statement but omit its batch. Require product/category support while batch-level attribution remains incomplete.

Use original labels and empty props. Exclude chemicals, formulas and actual supplier files.

Download this fictional example and answer key (JSON)

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.

Primary sources and further reading