---
title: "KYE™ MAS MindForge Banking Authority Pack™ — operationalise MindForge at runtime"
description: "KYE™ MAS MindForge Banking Authority Pack™ operationalises the MAS Project MindForge AI Risk Management: Operationalisation Handbook at runtime for Singapore financial institutions. Every consequential AI action is checked against the declared human-oversight mode, the recorded action-authority, and a named accountable officer — evidence-backed and replay-provable for MAS. We don't replace MindForge — we make it enforceable, action by action."
url: https://kyeprotocol.com/products/mas-mindforge/
lang: en
source: "KYE Protocol"
---

> KYE™ MAS MindForge Banking Authority Pack™ operationalises the MAS Project MindForge AI Risk Management: Operationalisation Handbook at runtime for Singapore financial institutions. Every consequential AI action is checked against the declared human-oversight mode, the recorded action-authority, and a named accountable officer — evidence-backed and replay-provable for MAS. We don't replace MindForge — we make it enforceable, action by action.

KYE™ MAS MindForge Banking Authority Pack™

# We don't replace MindForge. We make it enforceable, action by action.

MAS Project MindForge gives Singapore financial institutions a handbook for operationalising AI risk management. The KYE™ MAS MindForge Banking Authority Pack™ turns the handbook's action-boundary guidance into runtime controls: every consequential AI action proceeds only inside the human-oversight mode you declared for it, only within the authority you recorded for that AI, under a named accountable officer — and emits a signed record you can replay for MAS.

[Start a pilot](https://kyeprotocol.com/poc/) See how it works Bound handbook

The problem

## A handbook tells you what good looks like. It does not stop a bad action at the moment it happens.

- **Oversight is a posture on paper.** The handbook asks you to choose human-in-the-loop, human-over-the-loop, or human-out-of-the-loop per AI use — but a policy document does not gate the action when it runs.
- **The AI inventory says what exists, not what is allowed.** Knowing an AI is in use is not the same as enforcing what it is authorised to do.
- **Third-party and vendor AI widen the surface.** An external model acting inside your boundary needs the same authority discipline as your own.
- **Monitoring and change management need evidence.** When MAS or internal audit asks why an action proceeded, reconstructed notes are contestable.
- **Accountability must attach to a person.** A consequential AI action that no named officer stands behind is a gap, not a control.

Why buy this

## A signed Evidence Pack™ on every consequential action — verifiable from public keys alone.

- **Oversight mode enforced, not assumed.** A human-in-the-loop action cannot reach finality without a signed approval; a human-over-the-loop action logs every override and review; a human-out-of-the-loop action proceeds only inside its pre-approved scope.
- **An AI action-authority inventory.** Every AI is recorded with what it is authorised to do; an action outside that authority is refused at the boundary.
- **Escalation before finality.** An out-of-mode or out-of-scope action returns REQUIRE\_APPROVAL and routes to the named accountable officer before it can become final.
- **External AI under the same discipline.** Vendor and third-party AI act only inside the authority recorded for them.
- **Replay-provable for MAS.** Every consequential action emits a signed provenance pin binding the model, the inputs, the oversight mode, and the named authority — replayable offline.

How it works

## Governance at the moment of the action — across every consequential AI decision.

Every consequential AI action flows through the same gate. The pipeline binds to canonical KYE Protocol™ envelopes — no one-off shapes per institution.

1. **1 — Action proposed.** An AI agent proposes a consequential action — an approval, a payment, a trade, a credit decision, a customer communication.
2. **2 — Oversight-mode gate.** The gate checks the action against the declared human-oversight mode for that use. No resolved mode, no action.
3. **3 — Authority check.** The action is checked against the AI's recorded action-authority — including for external and vendor AI. Outside authority, it is refused.
4. **4 — Escalation where needed.** An out-of-mode or out-of-scope action returns REQUIRE\_APPROVAL and routes dual-channel to the named accountable officer before finality.
5. **5 — Named accountability.** The action is bound to a named accountable officer; accountability never transfers to the AI.
6. **6 — Evidence Pack™ sealed.** The action emits a signed provenance pin binding the model, the inputs, the oversight mode, and the named-authority outcome, WORM-retained.
7. **7 — Replay for MAS / audit.** The Evidence Pack™ is verifiable offline from public keys alone, and a change to an AI's authority is itself an evidenced, replayable event.

Handbook binding

## Bound to the MAS MindForge action-boundary subset.

The Pack binds the canonical KYE™ artefact set to the action-boundary considerations of the MindForge handbook. Every claim resolves to a control row on the bound framework. We operationalise the handbook — we do not replace it, and we do not govern your governance operating model or judge whether the AI's output is correct.

| MindForge block | Control area | Pack coverage |
| --- | --- | --- |
| Scope & AI oversight | Human-oversight modes enforced + AI action-authority inventory | full |
| AI risk management | Escalation before finality + third-party / vendor AI authority | full / partial |
| AI lifecycle management | Deployment controls at the gateway + monitoring/change as Evidence Packs | full |
| Enablers | Named accountability at the action boundary | full |

Full coverage means every action-boundary requirement in the control area is bound to a canonical KYE™ rule, dictionary term, or Evidence Pack™ contract. Partial coverage means the bound surface satisfies the control area when paired with the institution's own attestation. The handbook considerations outside the action boundary — your governance operating model, model-development methodology, and the correctness of the AI's output — stay yours (honest scope).

Get started

## Run a pilot on synthetic data — then deploy with confidence.

The MAS MindForge Banking Authority Pack™ ships in three tiers: a fixed-scope oversight-mode readiness diagnostic, a full pilot on synthetic data, and an annual enterprise entitlement. Pricing is value-based and disclosed under NDA to qualified applicants.

[Start a pilot](https://kyeprotocol.com/poc/) [Bound regulatory frameworks](https://kyeprotocol.com/frameworks/) [Contact for pricing](https://kyeprotocol.com/engage/)

Canonical KYE™ surfaces referenced on this page: [Evidence Pack™](https://kyeprotocol.com/evidence-pack/) · [KYE Protocol™](https://kyeprotocol.com/).