RUAIH How to prepare for RUAIH — the order that matters
RUAIH, answered

How to prepare for RUAIH — the order that matters

The short answer. Order preparation by what cannot be rushed later. First the AI inventory (everything depends on it), then the governance committee (decisions need an owner), then locked baselines and quarterly monitoring on your highest-risk models (this history cannot be backdated), then training records, and only then the drafted documents — which take a week whenever you write them.

Most preparation guides list controls alphabetically or by framework section. The useful ordering is different: by which clocks cannot be started retroactively.

1. The inventory — because everything references it

Every framework in this space begins with knowing what you run: model, vendor, care setting, function, risk level. It is unglamorous, it takes a week of asking around, and every subsequent control depends on it. You cannot govern an inventory you do not have.

2. The committee — because decisions need an owner

A chartered governance body with real members and a standing agenda. Not because the charter is hard — it is a document — but because its minutes are accumulating evidence, and minutes only accumulate from the first meeting forward.

3. Baselines and monitoring — the clock that punishes waiting most

For your highest-risk models: lock the performance number the model was approved at, set a threshold with clinical owners, and re-check quarterly, in writing. A year of quarterly attestations takes — exactly a year. This is the evidence category no budget compresses, and the one that will separate the prepared from the certified-in-a-hurry. It is also the reason the interval before the standards manual is the cheap one to work in, which the quiet period argues in full.

4. Training records — same logic, softer clock

Role-specific training, with completion recorded. Backfilling who was trained when is somewhere between painful and impossible.

5. The drafted documents — last, deliberately

Policies, procedures, disclosure standards: a competent week whenever it happens. They go last not because they are unimportant but because they are rushable — and the artifact pack exists precisely so the week becomes a day.

The readiness score tells you which of these five is your actual gap; HAI-OS turns steps 1 and 3 into a living record instead of a spreadsheet that goes stale.

Asked alongside this

What is the single first step?

The inventory. You cannot govern what you have not listed, and every other control references it. A spreadsheet started today beats a platform started someday — though the platform makes the record survey-ready.

How long does RUAIH preparation take?

The drafted documents: weeks. The accumulated evidence — monitoring history, committee minutes, training records — takes as long as it takes, which is why start date matters more than effort level.

Should we wait for the standards manual before starting?

The manual will settle specifics, but the accumulating evidence is common to every published framework in this space. Waiting optimises the 10% that might change at the cost of the 90% that cannot be rushed.

Where do you actually stand? The free RUAIH readiness score maps your organisation against the five focus areas in about eight minutes, and the published crosswalk shows how each control lands across RUAIH, CHAI and the NIST AI RMF.

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