Data Quality

Define, monitor, and report quality rules, thresholds, scores, certifications, anomalies, exceptions, and owner accountability.

Platform capabilities

Unified by default

Every module in the Novatria Governance suite operates on a single active metadata graph, keeping insights, policies, and evidence connected.

API-first architecture

Access Data Quality through APIs and integrations across workflows, systems, pipelines, and applications.

Data Quality · in practice
In practice

Data Quality where it matters.

Operationalize data quality across novatria governance workflows. Connect systems, codify decisions, and produce evidence as work happens.

01Connect to existing systems without disrupting current workflows.
02Codify policy, ownership, and approval directly in the platform.
03Capture audit-ready evidence automatically as decisions are made.

Explore more

Other modules in Quality & Lifecycle

Observability & Remediation

Detect freshness failures, volume anomalies, schema drift, pipeline failures, cost anomalies, and quality incidents.

Data Contracts

Define producer-consumer agreements for schemas, quality expectations, ownership, SLAs, usage rules, and change controls.

See Data Quality in action.

Get a tailored walkthrough of the Novatria platform and learn how it fits your operating model.