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 FoundryThe pipelineWorked instance: EU AI Act

KYE™ Framework Ingestion Engine™, stage by stage

Demo data

You learn: How it works, one stage at a time. You can: Run it end to end.

  1. Akoma Ntoso XML / KYE™ Canonical Intake in.

    KYE Protocol™

  2. Deterministic parser

    KYE Protocol™

    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.

    KYE Protocol™

  4. Replay-proof ingestion run

    KYE Protocol™

    same input + same versions produce the same output hash; llm_calls = 0 .

  5. Two independent expert approvals.

    KYE Protocol™

  6. Published as a Sector Pack Foundry™ pack (8 artefacts).

    KYE Protocol™

How this widget is built
Demonstrates
KYE Protocol™
Components
  • The stages this page describes
Flow
Each stage in order, as the page sets it out. Architecture diagram
Used on

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™.

From framework to governance pack — deterministically.

The Framework Ingestion Engine™ is the first mile of the KYE™ Sector Pack Foundry™, the productisation rail of KYE Protocol™.

Sector Pack FoundryBound frameworks