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How this is checked

Every worksheet here is a draft for preparing a HAZOP meeting. Four layers check it before a qualified team does. None of them replaces that team.

1. Automatic checks on every row

These run in your browser on every worksheet, whether it comes from the library, the building blocks or an AI draft. Red means an error, amber a warning to look at first.

2. Citations read against the page

Rows cite free official guidance, incident investigation reports and public HAZOP studies. Each citation in the library and the building blocks was checked by reading the cited page against the row. Citations the page did not support were removed, and rows with no supporting source say "Engineering judgment". Where a page number is too vague, the citation names the section, for example OSHA 1910.119(j), mechanical integrity. If a row is later edited, its citations show as not yet checked until they are read again. The full list is on the sources page.

3. Benchmarks against real HAZOP studies

Two real HAZOP worksheets serve as answer keys: a natural gas compressor unit and a gas turbine lube oil system. Neither is used as a source for that equipment, and each is hidden from the source search during its run. The library, the building blocks and the AI draft are each scored on how many of the scenarios the real team recorded they cover. Missed scenarios are listed so they can be added. See the benchmark page for every run.

4. Engineer review and flags

A qualified engineer approves, edits or rejects each row, with a comment. Every action is logged with the reviewer's name and the date. Every row shows one of these badges:

AI draft, not reviewedWritten by AI or assembled from blocks. Not yet looked at by an engineer.
Automatic checks passedNo errors or warnings from layer 1. Still not engineer-reviewed.
Engineer-reviewedApproved, or edited and approved, by a named reviewer on a stated date.
Under re-reviewSomeone flagged a reviewed row. It stays visible but is checked again.

Anyone can use "Flag this row" to say what looks wrong. Flags go to a private queue that only reviewers can read.

What this cannot do

Draft for HAZOP preparation only. Must be reviewed by a qualified HAZOP team.