# NIST AI RMF: MAP 3.4

> GAMMA-Ray v0.0.155 (beta, for review; every rating is experimental). One line item of AI Risk Management Framework 1.0, subcategories (nist.MAP-3.4): its text, its place in the source, the indicators that cite it and the evidence that reaches it.
> Page: https://gamma-ray.sgit.ai/provisions/nist.MAP-3.4/ · Source: data/provisions.json


Provision nist.MAP-3.4 · AI Risk Management Framework 1.0, subcategories · subcategory

> Processes for operator and practitioner proficiency with AI system performance and trustworthiness – and relevant technical standards and certifications – are defined, assessed and documented.

The text is as taken from the source. **In the source:** [https://airc.nist.gov/airmf-resources/playbook/map/#Map%203.4](https://airc.nist.gov/airmf-resources/playbook/map/#Map%203.4) (the subcategory, in the NIST AI RMF Playbook (anchor found in the page); linked 2026-11-10). The instrument: [AI Risk Management Framework 1.0, subcategories](../../instruments/index.md), a United States government work; freely reusable; read 2026-11-10.

## Who cites it

| Indicator | The fact it asks for | Kind of link | The assertion |
|---|---|---|---|
| [`I66`](../../questions/index.md#I66) | The people who work with it are trained | part: partly evidenced | Asserted in the mapping by gamma-ray@web-summit.dinis; the written basis is not recorded yet. |

A link is our assertion, not the instrument's. "Same" carries the evidence to the provision in full. "Part" marks the provision as partly evidenced: the fact is one piece of what it asks. "Negation" points the other way.

## The evidence that reaches it

| Card | Through | This provision is | The evidence | How far to trust it |
|---|---|---|---|---|
| [Visor.ai AI agents](../../spectrum/cards/visor-ai-agents/index.md) | `I66` | partly evidenced | "We train your people to run the platform confidently" [Source](https://www.visor.ai/voice-agent/) | π Moderate · S1·R5·A1 ×3 |

Touched never means complies.

## Answer it directly

A company can answer this line item itself, in its own file at `/.well-known/fact-ray.json`, with the node `gamma-ray:provision/nist.MAP-3.4` ([how](../../fact-ray/well-known/index.md)). A company that already assesses itself against NIST AI RMF can reuse that work.

[All provisions](../../provisions/index.md)