Consider a real case, barely anonymized. An organization completes its evaluation: an Index of 67 out of 100, Governed band. On paper, that is a good result. But within the profile, the Accountable property drops to 58, and Reproducible to 49. Verdict: the "Responsible AI Organization" designation is refused. The leader asks the legitimate question: how can you fail with 67?
In short: the "Responsible AI Organization" designation requires two conditions held together, an Index of at least 70 and no property below the floor of 60. An Index of 67 stays under the overall threshold and can, on top of that, hide a property below 60. The six properties are not interchangeable: a surplus elsewhere does not buy back a weak link on the day it is questioned. At 67 with a property below the floor, the work is localized, and every point gained under 60 unlocks the designation as well as raising the Index.
What an average hides
The Index is a weighted sum of the six properties of the référentiel IA id. Like any average, it compresses information. Two organizations can show exactly the same 67 with two unrelated realities:
| Profile | Strengths | Weaknesses | Index | Designation |
|---|---|---|---|---|
| A · balanced | Six properties between 63 and 72 | None below 60 | 67 | Possible from 70 |
| B · contrasting | Supervised 88, Governed 80 | Accountable 58, Reproducible 49 | 67 | Refused |
Profile A has a coherent program maturing as a whole. Profile B has two holes in the hull. The average does not make the difference; the floor does.
Why a floor of 60
Because the six properties are not interchangeable. Exemplary oversight does not offset failing accountability: when a client, an insurer, or a regulator asks a question, they ask it of your weakest link.
Accountable at 58, concretely, is an organization that cannot always say who validated which assisted decision. Reproducible at 49 is an AI result that cannot be replayed or explained six months later. No surplus elsewhere makes those answers acceptable on the day they are required.
The threshold is real. A designation that could never be refused would be worth nothing on the day you have to defend it.
That is exactly what makes the designation useful: it attests to a state the organization can defend before a board, a client, or an auditor. If 67 always sufficed, the seal would be a rubber stamp. We do not sell a rubber stamp.
What to do when you are at 67
First, good news: 67 with two properties below the floor is an excellent starting point, because the work is localized. The roadmap almost writes itself:
- Address the properties below 60 first. What decides the outcome is the floors: the weakest of the six properties. Every point gained under 60 counts double, because it unlocks the designation as well as raising the Index.
- Aim for the next level of evidence. Moving a practice from "declared" to "documented" is often a few weeks of focused work: a validation register for Accountable, logged configurations for Reproducible.
- Reassess early. The profile across six properties shows exactly where to reassess. There is no need to redo everything to confirm that the two holes are filled.