FlowX.AI Regulatory Ontology Models
Copyright 2026 FlowX.AI

Licensed under the Apache License, Version 2.0 (the "License"); you may not use
these model artifacts except in compliance with the License. You may obtain a
copy of the License at http://www.apache.org/licenses/LICENSE-2.0.

This release includes two LoRA-fine-tuned models developed by FlowX.AI:
  - FlowX Semantic Mapper (regulatory-text -> structured ontology JSON)
  - FlowX Sentinel Gate   (case -> ESCALATE / DECIDE with category + audit trail)

Base model
  Qwen3-4B, Copyright Alibaba Cloud, licensed under Apache-2.0
  (https://huggingface.co/Qwen/Qwen3-4B). These models are LoRA adaptations of
  that base and inherit its Apache-2.0 terms.

Training data provenance
  - Semantic Mapper: real, verbatim regulatory / legislative text from official
    public sources (US eCFR and state codes; EU EUR-Lex; France Legifrance;
    Germany Gesetze im Internet; Romania legislatie.just.ro; UNECE/ADR), used for
    ontology annotation. Official legislation is reproduced with source
    acknowledgement; each training record carries its source URL.
  - Sentinel Gate: realistic synthetic escalation scenarios authored by FlowX.AI,
    grounded in real regulatory citations.
  Concept labels use a controlled 252-concept taxonomy authored by FlowX.AI.

Responsible use
  These models are decision-support tools for regulatory/compliance workflows.
  They are NOT legal advice and must not be the sole basis for a legal or
  compliance decision. Outputs should be reviewed by a qualified professional.

Attribution
  If you use or redistribute these models, please retain this NOTICE and credit
  "FlowX.AI".