---
title: "MAS FEAT Principles — KYE Protocol™ coverage"
description: "MAS FEAT Principles coverage by KYE Protocol™ — every requirement bijection-mapped to the KYE™ artefact that enforces it."
url: https://kyeprotocol.com/compliance/mas-feat/
lang: en
source: "KYE Protocol"
---

> MAS FEAT Principles coverage by KYE Protocol™ — every requirement bijection-mapped to the KYE™ artefact that enforces it.

MAS FEAT Principles

# MAS FEAT Principles — 100% of in-scope requirements covered.

4 requirements · 4 in scope (4 enforced). The 100% is weighted over the in-scope base.

**Source:** Monetary Authority of Singapore, Principles to Promote Fairness, Ethics, Accountability and Transparency (FEAT) in the Use of Artificial Intelligence and Data Analytics in Singapore's Financial Sector (2018) + the Veritas methodology.

## By category

| Category | Reqs | Enforced | Designed | Advisory | Deferred | Coverage |
| --- | --- | --- | --- | --- | --- | --- |
| Fairness | 1 | 1 | 0 | 0 | 0 | **100%** |
| Ethics | 1 | 1 | 0 | 0 | 0 | **100%** |
| Accountability | 1 | 1 | 0 | 0 | 0 | **100%** |
| Transparency | 1 | 1 | 0 | 0 | 0 | **100%** |

## Every requirement → the KYE™ artefact that enforces it

| ID | Title | Status | KYE™ enforcement |
| --- | --- | --- | --- |
| `mas-feat.fairness` | FEAT — Fairness: decisions made by or with AIDA are regularly reviewed so that the data and models used do not systematically disadvantage individuals or groups unless justifiable | enforced | **audit\_events**: `kye.risk_assessment.v1`, `kye.evidence.decision_map.v1` **engines**: `internal`, `internal` **constitution\_refs**: `constitution/13-RESILIENCE-LOOP.md` |
| `mas-feat.ethics` | FEAT — Ethics: the use of AIDA is held to at least the same ethical standards as decisions made by humans, with accountability for AIDA-driven decisions | enforced | **audit\_events**: `kye.purpose.request.v1`, `kye.purpose.admissibility.v1` **engines**: `internal`, `internal` **constitution\_refs**: `constitution/12-PURPOSE-PERMISSION.md` |
| `mas-feat.accountability` | FEAT — Accountability: internal and external accountability for AIDA-driven decisions, with data subjects provided channels to enquire about, and seek review of, decisions | enforced | **audit\_events**: `kye.replay.proof.v1`, `kye.evidence.pack.v1` **engines**: `internal`, `internal` **constitution\_refs**: `constitution/21-DELEGATED-AUDITABILITY.md` |
| `mas-feat.transparency` | FEAT — Transparency: to increase public confidence, use of AIDA is disclosed and an explanation of AIDA-driven decisions is provided upon request | enforced | **audit\_events**: `kye.evidence.decision_map.v1`, `kye.evidence.pack.v1` **engines**: `internal`, `internal` **constitution\_refs**: `constitution/13-RESILIENCE-LOOP.md` |

Canonical KYE™ surfaces referenced on this page: [KYE Protocol™](https://kyeprotocol.com/).