Data product
A data product is a product, service, or managed data asset whose value is delivered through data, processing, analysis, or data-driven functionality.
Architecture Modernization: Socio-technical alignment of software, strategy, and structure
A data product is a deployable data asset that delivers value to customers or users and satisfies requirements such as discoverability, accessibility, trustworthiness, interoperability, security, and independent value.
- How it is used
- Shifts data delivery from finite project planning toward customer-centric, domain-owned products.
- How deep it goes
- Defines product qualities, minimal scope, iterative delivery, architecture variables, and mesh integration; defers infrastructure-specific implementation choices.
- Examples
- Uses six small datasets, a minimal viable data product, data catalogs, feedback loops, and experience-plane scenarios.
- What you can do after
- Build it from scratch as a minimal domain-scoped asset, expose it through a mesh, and evolve it through consumer feedback.
Apache Kafka in Action
A data product is a managed, discoverable data asset provided by a domain team with defined quality, access, and interface expectations.
- How it is used
- Makes departments accountable for data they publish to internal teams or external partners, rather than leaving integration and quality to a central team.
- How deep it goes
- Explains ownership, quality, schema changes, access, and platform responsibilities, but does not specify a step-by-step product implementation.
- Examples
- Uses a sales department’s CRM-driven schema change to show why owners must document changes and communicate with consumers.
- What you can do after
- Apply it via Kafka to publish and consume departmental data while assigning quality, schema-contract, and access decisions to producers.
Related concepts
- data meshpart of · A data mesh is a decentralized data architecture and operating model in which domain teams provide data as products through shared self-service infrastructure and federated governance.
- data contractuses · A data contract is an agreement specifying the structure, meaning, and expectations for data exchanged between producers and consumers.
- ETLproduced by · ETL is a data-integration process that extracts data from source systems, transforms it, and loads the result into a target system.
- self-serve platformused by · A self-service platform is an internal platform that enables users or teams to provision, deploy, operate, or consume capabilities without manual assistance from platform staff.
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