Pilot in progress · Youth participation process

From participation
to the text of the law

Vinculante.ai analyses the contributions made in a participatory process and shows which provision of the law each one ended up in, to what degree and on what grounds. Verifiable traceability between what was proposed and what was legislated.

A project by

Political Watch

Draft Youth Act

Article 12. Access to housing

Public administrations shall promote specific measures to support young people leaving the family home, including a minimum quota of social housing reserved for people under the age of 35, under the terms to be set by regulation.

Linked toStrong match
Spanish Youth Council·Civil society
Reserve a minimum share of newly built public housing for young people, with long-term tenancies and rents indexed to their income.

4 organisations submitted an equivalent proposal

Why it is linked

The article adopts the reserved quota of social housing for people under 35 that the proposal called for. It does not adopt the request to index rents to income.

Illustrative example of the output the system produces.
How it works

Four steps, from documents to publication

The process runs once per law and can be repeated whenever the text changes during its parliamentary passage.
1 · Load the documents
The contributions from the participatory process (PDFs, spreadsheets or a summary table) and the resulting legal text.
2 · Structure the law
The text is split along its legal hierarchy — titles, chapters, articles, final provisions — and each piece gets a plain-language version.
3 · Detect and verify links
Semantic search narrows down candidate provisions, and AI verification returns a degree, an explanation and the passage it points to.
4 · Review and publish
The responsible team validates the results and publishes the enriched reading of the law, open to anyone.

Demo coming soon

What it does

A legal text that shows where it came from

Today nobody can tell which contributions from a participatory process made it into the law. Vinculante.ai makes that relationship explicit, provision by provision.
Article-by-article linking
Every provision shows the contributions behind it, and every contribution shows where it landed. Navigation works in both directions.
Degree of incorporation
Not everything is adopted equally. The system tells substantial adoption apart from partial uptake, so the result is not inflated.
Reasoning and exact wording
Each link comes with a written justification and the specific passage of the legal text it refers to. No opaque scores.
Legal language and plain language
The system generates a plain-language version of every provision. That is what makes a citizen proposal comparable to a legal text.
And what was left out
Contributions with no reflection in the law are shown too, grouped by topic. Accountability includes what did not make it.
Human review before publishing
No link is published until the responsible team confirms, corrects or discards it. The tool assists; it does not decide.
Who it is for

Four ways to read the same text

The same enriched reading answers different questions depending on who opens it.
Public administrations
Close the loop of a participatory process with a documented response, without spending weeks cross-checking contributions against the draft by hand.
Legislators
Enter the parliamentary debate knowing what citizen, academic and technical support stands behind each provision on the table.
Citizens and organisations
Everyone who took part can check what happened to their contribution, without reading two hundred pages of legal drafting.
Media and research
A searchable source on the origin of each measure, with contributions and their authors identified.
The pilot

One draft law, analysed end to end

First application of the tool to a real youth participation process.
1,243
Contributions analysed
68
Provisions in the text
74%
Provisions with a link
100%
Human-reviewed

Provisional figures from the ongoing pilot, pending validation.

Want to know more?

If you work in a public administration or an organisation that runs participatory processes, we will walk you through Vinculante.ai in a guided demo and look at whether it fits your case.
Email the team

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