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AI product ideas: 7-Point DFM Rubric vs 65% Scrap — Build or Kill

Year: 2026

Type: preprint

Abstract: Score AI product ideas against 7 DFM points before CAD spend. Use a 65% scrap baseline, replace it with your own tooling trial data, and kill failing concepts early. Independent technical note mirroring the canonical version: https://graftconcepts.com/blog/ai-product-ideas-7-point-dfm-rubric-vs-65-scrap-build-or-kill.php

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23962605

Author: Higgins, Charlotte

Language: English

Topic: Manufacturing Process and Optimization

Subfield: Industrial and Manufacturing Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7225245791

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