Gemeinnützigkeits-Triage

A first-level AI legal triage that gives a nonprofit a fast, structured first read before a lawyer is engaged.

Client

Anonymised

Vertical

Foundations & NGOs

Status

Pilot

Services

AI Security

Machine Learning

{THE PROJECT}

Overview

Gemeinnützigkeits-Triage is a first-level AI legal-triage tool for nonprofits facing challenges to their charitable status (Gemeinnützigkeit). It gives a foundation a fast, structured first read on a legal question before a lawyer is engaged, with a structured hand-off to human counsel. It is built on the Alvar Knowledge stack, retrieving over the relevant legal and regulatory corpus with citation-validated answers. A first version was delivered in six to eight weeks. It is funded through a solidarity model so the whole field benefits, and is designed to be owned and hosted long-term by the sector’s official body. The pilot runs with a leading German foundation in partnership with the sector’s official body.

Specifications

  • PURPOSE — First-level legal triage on charitable-status questions

  • HAND-OFF — Structured hand-off to human counsel

  • FOUNDATION — Built on the Alvar Knowledge stack

  • GROUNDING — Retrieval with citation-validated answers

  • DELIVERY — First version in six to eight weeks

  • FUNDING — Solidarity model for the whole field

Features

  1. First-level triage on Gemeinnützigkeit challenges

  2. Fast, structured first read on a legal question

  3. Structured hand-off to human counsel

  4. Retrieval over the relevant legal and regulatory corpus

  5. Citation-validated answers from the Alvar Knowledge stack

  6. First version delivered in six to eight weeks

  7. Solidarity funding so the whole field benefits

  8. Designed for long-term ownership by the sector’s official body

Architecture

LEGAL TRIAGE FLOW

  1. Legal question on charitable status

  2. Retrieval over the legal and regulatory corpus

  3. Structured first read assembled

  4. Citations validated

  5. Triage result presented

  6. Structured hand-off to human counsel

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