# Use Cases Gnosis Layer provides a knowledge infrastructure adaptable to diverse AI environments. Developers use knowledge assets to enhance fine-tuning, retrieval pipelines, prompt logic, and evaluation frameworks, ensuring models operate on verified and domain-aligned intelligence. Enterprises leverage encrypted, auditable knowledge access for compliance-sensitive AI deployments, enabling internal knowledge usage without sacrificing confidentiality. Experts transform their domain insight into recurring, attribution-based income through assetized knowledge contributions and validation work. Supporters back promising knowledge assets and participate in a new market centered on AI-yield-producing intellectual goods. Intelligent agents and applications subscribe to knowledge assets to ensure outputs remain grounded, traceable, and decision-aware. Across all scenarios, Gnosis Layer acts as the connective tissue that links credible human knowledge with scalable AI systems. --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://docs.gnosislayer.xyz/7.-use-cases/use-cases.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.