Data governance

Q: How deeply does Architecture Modernization: Socio-technical alignment of software, strategy, and structure cover data governance?

Frames governance as holistic and adaptable, without specifying policies, responsibilities, or technical controls.

As explained in Architecture Modernization: Socio-technical alignment of software, strategy, and structure

Data governance is the system of policies, responsibilities, and controls for managing data quality, security, consistency, and appropriate use.

Data governance helps an organization handle data consistently while responding to business needs and regulatory obligations. It must remain adaptable: privacy requirements and expectations about financial-data retention differ across countries and can change. section 14.1.2

Autonomy with sensitive payroll data

As PayFit grew, it sought to give teams more autonomy and reduce dependencies by aligning them with business domains. Payroll data made that shift more delicate: decentralized decisions still needed a holistic approach to governance and consistency. section 17.1.1

Domain discovery offers a starting point for making consistency concerns visible. Teams can map domain concepts and boundaries, then collect the different meanings attached to important terms before trying to align on a model. Such workshops expose misunderstandings; they do not, by themselves, settle every governance decision. section 17.1.1

How Architecture Modernization: Socio-technical alignment of software, strategy, and structure covers it

Cover of Architecture Modernization: Socio-technical alignment of software, strategy, and structure

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Also explained in

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Generative AI in ActionData governance is the framework of policies, responsibilities, and controls for managing data quality, access, use, and compliance.
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Architecting an Apache Iceberg LakehouseData governance comprises the policies, processes, and controls for ensuring that data is managed, protected, documented, and used appropriately.
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Digital Twins in ActionGovernance is the framework of ownership, accountability, decision rights, controls, and processes that directs and oversees a system.
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Effective Platform EngineeringGovernance is the set of policies, controls, and decision processes that direct and constrain organizational technology practices.
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Machine Learning System DesignA data governance framework is a coordinated set of roles, responsibilities, policies, and processes for managing data quality and use.
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Introduction to Generative AI, Second EditionData governance is the set of policies, processes, roles, and controls that determine how data is collected, managed, used, protected, and overseen.
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First-Party Data ActivationData governance is the set of policies, roles, controls, and practices that manage data quality, access, security, and responsible use.
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Snowflake Data EngineeringData governance is the framework of policies, roles, standards, and controls for managing data availability, quality, security, and compliance.
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Kafka for ArchitectsData governance is the organizational discipline of defining and enforcing policies for managing data and its use.

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Related concepts

data contractpart of · A data contract is an agreement specifying the structure, meaning, and expectations for data exchanged between producers and consumers.
AI Actconfigured by · The AI Act is a European Union regulation establishing harmonised, risk-based requirements for the development, placing on the market, and use of artificial intelligence systems.
GDPRconfigured by · The General Data Protection Regulation (GDPR) is a European Union regulation governing the processing of personal data and protecting individuals’ rights concerning that data.
lakehouse catalogconfigured by · A catalog is a service or interface that registers lakehouse tables, resolves their metadata, and coordinates table updates across data engines.
first-party data strategypart of · A coordinated plan for collecting, storing, governing, analyzing, and activating an organization’s first-party data.

This explainer was generated by Manning's knowledge graph from the text of Architecture Modernization: Socio-technical alignment of software, strategy, and structure. The section links point to the parts of the book it draws on.