> [!note]- Highlights > - A **meta-framework** is a framework that provides a high-level structure or set of guidelines for building and organizing other frameworks **User:** What is a meta framework? --- **AI:** A **meta-framework** is a framework that provides a high-level structure or set of guidelines for building and organizing other frameworks. It serves as an abstraction layer that helps standardize and unify different approaches, making it easier to integrate, compare, or implement multiple frameworks under a common structure. ### **Key Characteristics of a Meta-Framework** 1. **Standardization** – Defines overarching principles that multiple frameworks can align with. 2. **Interoperability** – Helps different frameworks work together by providing common concepts and terminology. 3. **Customization & Adaptability** – Allows organizations to tailor multiple frameworks to their specific needs. 4. **Scalability** – Enables growth and adaptation across different industries or domains. ### **Examples of Meta-Frameworks** - **Cybersecurity & Compliance**: - **NIST Cybersecurity Framework (CSF)** – A meta-framework that helps organizations integrate various security standards like NIST 800-53, ISO 27001, and CIS controls. - **Unified Compliance Framework (UCF)** – Maps and harmonizes multiple compliance regulations into a single structure. - **Software Development & Architecture**: - **TOGAF (The Open Group Architecture Framework)** – Acts as a meta-framework for enterprise architecture. - **DevOps Meta-Frameworks** – Provide best practices that unify different DevOps methodologies like Agile, Lean, and Site Reliability Engineering (SRE). - **Data Governance**: - **DAMA-DMBOK (Data Management Body of Knowledge)** – Serves as a meta-framework for organizing data governance practices. - **FAIR Data Principles** – A meta-framework guiding findability, accessibility, interoperability, and reusability of data. ### **Why Use a Meta-Framework?** - To **simplify compliance** when dealing with multiple regulatory requirements. - To **reduce duplication** of effort by mapping existing frameworks under a single structure. - To **improve governance** by establishing a higher-level control mechanism. - To **enhance communication** across teams using different but related frameworks. Would you like examples of how to apply a meta-framework in your work, such as cybersecurity governance, data governance, or DevSecOps?