---
title: "KYE™ Framework Ingestion Engine™ — deterministic, no-LLM framework productisation · KYE Protocol™"
description: "The KYE™ Framework Ingestion Engine™ delivers Agentic Governance™ with Authority Finality™ at the source: a regulatory or expert framework is turned into a productised governance pack by a deterministic, no-LLM, replay-proof pipeline — parsed, mapped by declared versioned rules, expert-approved, then published."
url: https://kyeprotocol.com/framework-ingestion-engine/
lang: en
source: "KYE Protocol"
---

> The KYE™ Framework Ingestion Engine™ delivers Agentic Governance™ with Authority Finality™ at the source: a regulatory or expert framework is turned into a productised governance pack by a deterministic, no-LLM, replay-proof pipeline — parsed, mapped by declared versioned rules, expert-approved, then published.

KYE™ Framework Ingestion Engine™

# Agentic Governance™ with Authority Finality™ — productised at the source.

A regulation or an expert framework becomes a productised governance pack through a **deterministic, no-LLM, replay-proof** pipeline: parsed structurally, mapped by declared versioned rules, recorded in a replay-proof ingestion run, and approved by two independent experts before it publishes. A regulator can reproduce every binding from public keys alone — no model guessed it, and it does not change between runs.

[The Sector Pack Foundry](https://kyeprotocol.com/sector-pack-foundry/) The pipeline Worked instance: EU AI Act

## The pipeline — deterministic and fail-closed.

1. Akoma Ntoso XML / KYE™ Canonical Intake in.
2. Deterministic parser — clause boundaries from the document's own structure, never a model.
3. Canonical clauses out, mapped by declared versioned rules to KYE™ rule-pack bindings.
4. Replay-proof ingestion run — same input + same versions produce the same output hash; `llm_calls = 0`.
5. Two independent expert approvals.
6. Published as a Sector Pack Foundry™ pack (8 artefacts).

## Why no LLM — a regulator must be able to reproduce it.

A mapping a model guessed cannot be defended in an enforcement and cannot be reproduced between runs. The Framework Ingestion Engine™ is a pure function of the document bytes and the declared parser + mapping-rule versions. The pipeline carries a no-LLM source contract enforced in CI: no model SDK, no model endpoint, ever.

## Worked instance — EU AI Act (CELEX:32024R1689).

The EU AI Act is ingested deterministically into six canonical clauses (prohibited practices, high-risk classification, risk management, transparency, human oversight, conformity assessment), mapped to the canonical EU AI Act rule pack, approved by two experts, and productised as **KYE-FOUNDRY-PACK-EU-AI-ACT-001** — the EU AI Act Authority Pack™. Every high-risk AI decision maps to a named control owner and a signed [Evidence Pack™](https://kyeprotocol.com/evidence-pack/).

## From framework to governance pack — deterministically.

The Framework Ingestion Engine™ is the first mile of the [KYE™ Sector Pack Foundry™](https://kyeprotocol.com/sector-pack-foundry/), the productisation rail of [KYE Protocol™](https://kyeprotocol.com/).

[Sector Pack Foundry](https://kyeprotocol.com/sector-pack-foundry/) [Bound frameworks](https://kyeprotocol.com/frameworks/)