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Data-as-a-Product

Enterprise Data Products

Build once. Trust always. Consume everywhere. Contivra transforms raw datasets into governed, versioned, certified data products with quality SLAs and subscription semantics.

Definition

What Is a Data Product?

A data product is not a raw table, not a report and not an API. It is a governed, versioned, documented, contractually defined dataset with quality SLAs, subscription semantics and a named owner who is accountable for its trustworthiness.

Raw tableSchema-only, no context, no governance, no owner
ReportPoint-in-time, no lineage, not reusable
Data exportCopy-based, ungoverned, stale immediately
Data productVersioned, contracted, governed, owned and trusted
Lifecycle

End-to-End Data Product Lifecycle

01DiscoverFind governed source assets
02DesignDefine schema, contracts & SLAs
03BuildAssemble via AI Build Agent
04PublishRegister in Product Registry
05SubscribeTeams subscribe with access control
06MonitorContinuous quality & SLA tracking
07RetireVersioned deprecation with migration path
Four Pillars

What Makes a Contivra Data Product

Contracts & SLAs

Define exactly what your data product guarantees—freshness, completeness, schema stability, row counts. Break a contract and Contivra alerts the owner and all subscribers automatically.

Semantic Versioning

Data products follow semantic versioning. Consumers subscribe to a specific version and receive proactive change notifications when the product evolves—no surprise breakages.

Governed Subscriptions

Teams subscribe to products rather than copying data. Every subscription is governed, auditable and revocable. Access is controlled, logged and reviewable by any steward.

Quality Enforcement

Automated quality checks run on every update using defined quality rules. Products that fail their SLA are immediately surfaced to their owner with a quality breakdown and trend.

Who Benefits

Built for Every Data Persona

Data Product Owners

Design, publish and manage products with built-in contracts, versioning and quality guarantees.

Analysts

Subscribe to certified products with guaranteed freshness. No more stale exports or ticket queues.

Data Scientists

Train models on versioned, lineage-tracked, quality-scored datasets you can defend to any auditor.

Architects

Define the data product landscape—domains, contracts and quality standards—across the enterprise.

Get Started

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