# AAGMM: GD-12

> GAMMA-Ray v0.0.155 (beta, for review; every rating is experimental). One line item of Agentic AI Governance Maturity Model (AAGMM) (aagmm.GD-12): 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/aagmm.GD-12/ · Source: data/provisions.json


Provision aagmm.GD-12 · Agentic AI Governance Maturity Model (AAGMM) · domain

> Continuous Improvement

The text is cited by name, as its licence allows. **In the source:** [https://arxiv.org/abs/2604.16338](https://arxiv.org/abs/2604.16338) (the document: its publisher gives no deeper address for this item; linked 2026-11-10). The instrument: [Agentic AI Governance Maturity Model (AAGMM)](../../instruments/index.md), CC BY-NC-ND 4.0: cited by domain name only, not adapted; read 2026-11-09.

## Who cites it

| Indicator | The fact it asks for | Kind of link | The assertion |
|---|---|---|---|
| [`I68`](../../questions/index.md#I68) | It is improved on a regular cycle | same: 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 |
|---|---|---|---|---|
| [AISLE platform](../../spectrum/cards/aisle-platform/index.md) | `I68` | evidenced | "Monthly registry push/pull" [Source](https://aisle.com/deployment/managed-saas) | π Moderate · S1·R5·A1 ×3 |
| [GetVocal AI agents](../../spectrum/cards/getvocal-agents/index.md) | `I68` | evidenced | "Every correction, escalation and validation feeds back as a learning signal." [Source](https://www.getvocal.ai/enterprise-ai-agents) | π Moderate · S1·R5·A1 ×3 |
| [Replit Agent](../../spectrum/cards/replit-agent/index.md) | `I68` | evidenced | [Source](https://docs.replit.com/_llms/en/features.txt) | π Moderate · S1·R5·A1 ×3 |
| [Spinnable AI employees](../../spectrum/cards/spinnable-ai-employees/index.md) | `I68` | evidenced | "October 28, 2026" [Source](https://docs.spinnable.ai/llms.txt) | π Moderate · S1·R5·A1 ×3 |
| [Visor.ai AI agents](../../spectrum/cards/visor-ai-agents/index.md) | `I68` | evidenced | "Nexa reads real conversations on a schedule" [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/aagmm.GD-12` ([how](../../fact-ray/well-known/index.md)). A company that already assesses itself against AAGMM can reuse that work.

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