CoatingIQ

Sources & methodology

About the corpus

The Coating IQ course is built from a curated set of published sources: trade publications, peer-reviewed research, manufacturer technical references, and process descriptions. This page lists every source. The transparent corpus is the trust mechanism.

Methodology

Every factual claim in the course traces to a published source. Where the source said something different than the course needed, we used the source's framing — not our own. Where multiple sources agreed on a number or process detail, we cite the primary one.

Coating IQ is vendor-neutral. We do not endorse coating houses, heat treaters, or steel suppliers. We cite their published technical content because it's the best public-domain reference for the underlying processes — not because we recommend their commercial offerings.

We do not paywall or behind-the-scenes any ASM International material that requires a license. Where ASM Handbook content would naturally fit, we either summarized from open sources or wrote our own prose from first principles. If you spot any content that looks copied rather than synthesized, flag it; we'll rewrite.

Sources

Trade publications

Peer-reviewed research

Process references

Coating vendor technical references

Disclaimer

Educational reference only. Not engineering advice. Specific coating, heat-treat, or surface treatment decisions for production tooling must be verified with a qualified vendor or metallurgist who has visibility into your application, substrate, load, temperature, lubricant, and failure mode. Coating IQ exists to help you ask better questions — not to answer them in a vacuum.