Connecting usage, provenance, and compliance.
License Guardian Network is a modular compliance and provenance system designed to connect usage, attribution, and specification-level licensing into a unified verification layer. It operates as a semantic infrastructure for tracking how structured specifications are reused, modified, or derived across distributed systems. Rather than relying on simple text matching, it uses embedding-based similarity detection to identify conceptual reuse, even when content has been rewritten or partially transformed.
At its core, the system maintains a Spec Registry that stores canonical definitions of licensed specifications along with their attribution and licensing requirements. Each specification is assigned a semantic fingerprint that allows the system to compare new content against known entries in a vector space. This enables detection of direct copies, paraphrased derivatives, and structurally similar implementations that may still fall under attribution requirements.
The platform also includes a crawling and ingestion layer that collects content from approved sources such as public web pages, repositories, and user-submitted URLs. This data is processed through a semantic matching engine that evaluates similarity scores and identifies potential attribution gaps. A validation layer then checks whether required credit, links, and license references are present according to the specification rules.
When potential non-compliance is detected, License Guardian Network generates structured evidence packages and standardized legal notices. These outputs are designed to support attribution requests, compliance workflows, and optional commercial licensing pathways through the Specification Branding License (SBL). The system does not rely on assumptions of intent, but instead produces auditable, reproducible records of similarity and attribution status.
Overall, License Guardian Network functions as a layered infrastructure for licensing integrity, combining semantic AI, provenance tracking, and modular enforcement tools. It is designed to scale across networks while maintaining clear attribution rules and supporting both open AGPL-3.0+ usage and optional commercial licensing models under SBL.
- License Guardian Network – A modular semantic licensing, provenance, and compliance platform that verifies specification attribution, detects semantic reuse, and supports AGPL-3.0+ and Specification Branding License (SBL) enforcement workflows.