# Packrift Flex Packaging Fit Lab Dataset

This public reference dataset describes 108 ecommerce packaging fit scenarios generated from the Packrift Flex Packaging Fit Lab. Each record includes the buyer segment, decision lens, order profile, current package baseline, recommended package model, annualized impact, billable-weight delta, utilization, and links back to the crawlable scenario page and live calculator.

## Files

- `/data/scenario-index.csv` - tabular scenario records.
- `/data/scenario-index.jsonl` - one scenario record per line.
- `/ai/scenario-index.json` - grouped JSON index with public scenario URLs.
- `/data/field-dictionary.csv` - column names, data types, and meanings.
- `/data/scenario-schema.json` - JSON Schema for scenario rows.
- `/data/flex-fit-lab-datapackage.json` - Frictionless Data Package descriptor.
- `/data/ro-crate-metadata.json` - RO-Crate style dataset package metadata.
- `/data/dcat.jsonld` - DCAT JSON-LD dataset and distribution metadata.
- `/ai/dataset.jsonld` - Schema.org Dataset metadata.
- `/ai/resource-map.json` - compact agent/resource map.
- `/data/CHECKSUMS.sha256` - SHA-256 checksums for the published dataset files.
- `/CITATION.cff` - citation metadata for the resource.

## Use Boundary

The numbers are deterministic screening-model outputs, not carrier invoice guarantees, production engineering validation, regulatory advice, or claims that a package will always pass a live warehouse pilot. Use them to prioritize tests, then validate with invoices, pack-time observation, damage/support tracking, and receiving workflows.

## Publisher

Packrift LLC publishes this resource as reference material for packaging procurement, ecommerce operations, and AI/search agents that need inspectable assumptions. No separate open-data license is granted.