IP Asset Sale  ·  Confidential Technical Data Room

CONFIDENTIAL
TECHNICAL DATA ROOM

Asset Sale: Neuro-Symbolic Graph-RAG Legal Engine

Distribution outside authorised evaluation scope is prohibited.

01 — System Metrics & Architecture

Engineering Specifications

All figures derived from controlled, reproducible benchmark tests. Raw output logs available under NDA.

Hallucination Rate
0%
Repealed Provisions
vs. >85% standard vector RAG systems. Hard-block at retrieval validation layer.
Citation Coverage
100%
Source Auditability
Every claim bound to a versioned source node. No blind generation passes output layer.
Codebase
~5,000
LOC Python 3.11+
High-density core engine. Graph builder, retrieval pipeline, validation gate, citation renderer.
Resolution Mode
DETER­MINISTIC
Cross-Domain Reasoning
Graph traversal, not probabilistic token prediction. Civil ↔ Criminal ↔ Procedural.
02 — Self-Evaluation

The Reproducibility Benchmark

Instructions for evaluators — Paste the 3 queries below into your current internal LLM/RAG systems (ChatGPT, Claude, or internal tools). Standard probabilistic systems will fail: fabricating repealed statutes, missing cross-domain logical connections, or producing unverifiable citations. Juris AI resolves each query deterministically. Request a live comparison session via the contact block below.

Query 01
Repeal / Abrogation Test
Expected failure: fabrication of non-existent article content
Qual è esattamente il contenuto dell'articolo 155 quinquies del Codice Civile e in che modo si differenzia dall'articolo 155 sexies? Cita testualmente le disposizioni.
Query 02
Exact Sequence & Normative Chain Test
Expected failure: broken normative chain, invented article text
Secondo l'articolo 2043 del Codice Civile, quali sono gli elementi costitutivi della responsabilità extracontrattuale? E come si collega questo articolo con gli articoli dal 2056 al 2059 in termini di quantificazione del danno? Fornisci i testi esatti.
Query 03
Cross-Domain Civil ↔ Criminal Test
Expected failure: hallucinated cross-domain linkages, missing aggravating circumstance logic
In caso di furto (art. 624 Codice Penale), quali sono le conseguenze civilistiche previste dall'articolo 2043 del Codice Civile? Inoltre, come si distingue l'aggravante dell'art. 625 Codice Penale in relazione al risarcimento del danno? Cita i testi normativi esatti.
03 — Proof & Technical Due Diligence

Evidence & Documentation

Full source code access and live benchmark sessions available under NDA upon request.

04 — Contact

Request Repo Access

IP sale. No corporate entity. Direct contact with the architect. NDA exchange required prior to source code repository access.

Architect Ing. Zampier Zago
Role Independent Software Architect
Tel (IT) +39 379 1955044
Tel (UK) +44 1923 381018