Placeholder. This article is placeholder copy written to test layout and tone. It is not published research and makes no factual claims.
Quality systems record events under several defined terms. Each term carries a different obligation and a different kind of evidence. This piece sets out why the distinction matters when the records are read as data.
Each record type carries its own obligation
In this publication, a nonconformity means a requirement that was not met, and a deviation means a departure from an approved instruction or standard. Observations and findings are the language of an audit report. These are our working definitions; the governing standards and clauses will be cited here before publication. Counting the four records together produces a number that cannot be interpreted.
Exhibit 1
Illustrative data
In this illustrative register, deviations outnumber the other three record types
Quality records opened by type, one site, one quarter, count
Note: Values are placeholders chosen to demonstrate the exhibit format. Each record type is counted separately.
Source: Illustrative data for layout purposes only; not research findings.
Data table
| Category | Value |
|---|---|
| Deviations | 42 |
| Nonconformities | 18 |
| Audit observations | 11 |
| Audit findings | 4 |
Keep the categories apart
Trending each record type separately keeps the signal readable. Combining them should be a deliberate choice, stated beside the exhibit.
Flagship report
Control every day
What it takes for a quality system to stay in a state of control between audits.