Stop treating data as a byproduct of software applications. Start treating it as a first-class product designed to deliver immediate, measurable value to its consumers.
Transitioning from a traditional "Project" mindset to a modern "Product" mindset is essential for scaling data value.
To be considered a product, data must possess these core characteristics to ensure a frictionless experience for data consumers.
Consumers can easily find the data product through a central catalog, complete with rich metadata and search capabilities.
Provides a unique, programmatic way to access the data (e.g., API endpoints, standard SQL interfaces, standardized file paths).
Data quality is continuously monitored. SLAs and SLOs are published and adhered to, building consumer confidence.
Schema, semantics, and usage examples are embedded or closely linked, eliminating the need to ask creators how to use it.
Access control is baked in from the start. Data is governed, compliant with regulations, and accessed via standardized policies.
Follows global organizational standards for formatting and semantics, allowing it to be easily joined with other data products.
Start by identifying your most valuable data domain. Assign a Data Product Manager, define your consumers, and build your first true data product today.