Semantic Legal Infrastructure for AI

MAPILex provides structured legal knowledge
that makes AI more reliable, contextualized and explainable

MAPILex is not a chatbot and it is not an LLM. It is an established legal semantic asset, built through more than 40 years of collecting, classifying and organizing legal knowledge, designed to be integrated into Artificial Intelligence systems.

What it is A semantic legal infrastructure ready for integration.
Why it is different It does not simply store documents: it organizes concepts, relationships, context and meaning.
Why AI needs it It provides grounding, traceability and legal understanding.
Does not replace LLMs
Enhances RAG and semantic search
Supports Explainable AI
⚙Structured
Legal Knowledge
⌘Legal
Ontology
◎Legal
Context
盾Explainable
AI
⌕Grounded
Retrieval
Applications Legal AI Compliance AI RegTech Knowledge Graph Agentic AI Legal Research Public Sector Digital Services

THE PROBLEM IT SOLVES

🧠
Generative
AI
›
?
Risk of
fragile responses
›
⌘
Semantic
grounding
›
🛡
Reliable
Legal AI
AI can generate language.
MAPILex provides structured legal knowledge, context and meaning.

How knowledge is organized

MAPILex organizes legal knowledge through articles, concepts, classifications, legal domains, regulatory context and relationships. This enables AI systems to work not only on the words contained in documents, but on the legal meaning that connects rules, sources and concepts.

Semantic LayerConcepts, entries, classifications and legal domains
Ontology LayerRelationships between regulations, articles, entities, obligations and exceptions
Context LayerLinks between source, domain, sector and legal meaning
AI LayerGrounded retrieval, explainability and reasoning support

Why it is different

▣
More than 40 years of developmentA knowledge asset built over time, not a project created solely in the era of generative AI.
☷
Article-level groundingPrecise links between legal text, context and legal meaning.
⌁
Structured legal relationshipsConcepts, sources, domains and relationships organized to support intelligent systems.
◎
Semantic accessSearch is not limited to keywords: it follows meaning, classifications and context.
Where it creates value

MAPILex as a semantic layer for vertical AI systems

The sphere describes what MAPILex is: a legal semantic layer. This section shows where it can be applied: in systems that require structured legal knowledge, context, relationships and reliable grounding.

Legal AITo improve reliability, context and traceability in legal AI responses.
Compliance AITo connect regulations, obligations, sectors, exceptions and regulatory sources.
RegTechTo support regulatory monitoring and regulatory intelligence solutions.
Knowledge GraphTo enrich knowledge structures with pre-organized legal concepts and relationships.
Agentic AITo provide AI agents with a semantic foundation for more controlled reasoning.
Legal Research e PAFor public digital services and advanced meaning-based legal research.

Compatible with leading AI architectures

⌘
RAG
Retrieval-Augmented Generation
▣
Grounded AI
Responses grounded in trusted sources
⌬
Explainable AI
Transparency and traceability
⛓
Knowledge Graph
Relationships between concepts and sources
⚙
Compliance AI
Governance and compliance

MAPILex
DOES NOT REPLACE
AI.

IT PROVIDES
LEGAL KNOWLEDGE.

A semantic asset
ready for the AI ecosystem

MAPILex is available for strategic discussions regarding integration, licensing, interoperability with AI systems, knowledge graphs and enterprise architectures.