Data Product
Maintenance
Reusable Data Assets That Scale
Move beyond expensive monolithic data warehouses to manageable, reusable data products for multiple use cases that keep organizations ahead of the curve.
Why Data Products Matter
Traditional data warehouses become monolithic, hard to maintain, and slow to deliver value. Organizations with data product approaches see 70% faster time-to-insight and 5x higher data reuse.
ELMET helps you transition from project-based data delivery to product-based thinking—creating reusable, well-governed data assets that serve multiple use cases and evolve with your business.
Product Approach
Consumer-First
Governance
Built-In
Discoverability
Self-Service
Quality
SLA-Driven
Traditional Data Delivery Problems
Project-based data approaches create waste and slow down analytics adoption.
Duplicated Efforts
Same data pipelines rebuilt for each project, wasting resources and creating inconsistencies.
70% RedundancyPoor Discoverability
Users can't find data that already exists, leading to shadow data and governance risks.
Data Dark MatterMaintenance Burden
Without clear ownership, data pipelines decay and accumulate technical debt.
60% UnmaintainedData Product Capabilities
Build, catalog, and maintain data products that deliver ongoing value.
Data Product Design
Design data products with clear value propositions, consumer personas, and quality requirements. Define interfaces and contracts.
Data Catalog & Marketplace
Implement discoverable data catalogs where users can find, understand, and request access to data products.
Data Product Governance
Establish ownership, quality SLAs, access policies, and lifecycle management for each data product.
Continuous Maintenance
Monitor data product health, usage, and quality. Automate maintenance and alert on degradation.
Data Product Lifecycle
Manage data products from ideation through retirement with clear governance at each stage.
Ideate
Identify need, define value, assess feasibility.
Build
Design schema, build pipelines, document thoroughly.
Publish
Catalog, certify quality, enable access.
Operate
Monitor usage, maintain quality, support consumers.
Evolve
Improve based on feedback, version changes, deprecate.
Data Product Benefits
Measurable outcomes from data product approach.
Faster Delivery
Reduce time-to-value by reusing existing data products instead of building from scratch.
Higher Reuse
Increase data reuse rates 5x through discoverability and standardization.
Improved Quality
Enforce quality SLAs and ownership for consistent, trustworthy data.
Self-Service
Enable business users to find and access data without IT bottlenecks.
Better Governance
Clear ownership and lineage improve compliance and reduce risk.
Reduced Maintenance
Consolidate duplicates and automate health monitoring.
Learn More About Data Products
Explore insights and case studies related to data product management.
Ready to Build Your Data Products?
Let's discuss how ELMET can help you transform data management with data product thinking.
Schedule a Consultation