CogniGraph — Governed Intelligence through Graph-of-Agents Reasoning
Copyright 2026 Quantamix Solutions B.V.

INTELLECTUAL PROPERTY NOTICE
============================

This software implements methods described in:

  European Patent Application EP26162901.8
  "Method and system for trust-aware multi-signal document retrieval
   with graph-based compliance scoring and gap attribution for
   regulatory AI systems"
  Filed: 6 March 2026
  Applicant: Quantamix Solutions B.V.
  Inventor: Harish Kumar

The following components are covered by the patent claims:

  - Prize-Collecting Steiner Tree (PCST) activation for subgraph selection
  - TRACE score computation (Trust, Relevance, Accuracy, Completeness, Evidence)
  - Gap attribution scoring for regulatory compliance
  - TAMRConnector integration pipeline (TRACE priors -> PCST activation)

OPEN SOURCE LICENSE
===================

The CogniGraph SDK source code is licensed under the Apache License 2.0.
You may use, modify, and distribute this software in accordance with the
Apache 2.0 license terms.

The patent rights are separately held. Use of the patented methods in
commercial products or services may require a separate patent license
from Quantamix Solutions B.V. Contact: harish.kumar@quantamixsolutions.com

ACADEMIC AND RESEARCH USE
=========================

Academic and non-commercial research use of all components, including
patented methods, is permitted without additional licensing.

CITATION
========

If you use CogniGraph in academic work, please cite:

  H. Kumar, "CogniGraph: Governed Intelligence through Graph-of-Agents
  Reasoning over Knowledge Graph Topologies with Semantic SHACL Validation,"
  arXiv preprint, March 2026. Quantamix Solutions B.V.
