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Data Quality Standards

Data Quality Standards is the landscape of frameworks, standards, and tools used to define and measure the accuracy, completeness, consistency, validity, uniqueness, and timeliness of data. It spans ISO/IEC 25012 and ISO 8000, the DAMA-DMBOK data quality dimensions, EDM Council DCAM, and open source and commercial tooling like Great Expectations, Soda, dbt tests, Monte Carlo, and Anomalo.

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Providers working in Data Quality Standards

Providers whose own tags share at least two of this topic's tags, most shared first.

ProviderAboutRatingAPIs
Acceldata Acceldata is an agentic data management platform that helps enterprises monitor, govern, and optimize data across cloud, lakehouse, and hybrid environments. The platform combines AI-powered agents with data observability to proactively det… strong 3
Secoda Secoda is an AI-powered data catalog, governance, and observability platform that acts as a metadata control plane for data teams. It unifies discovery, documentation, lineage, data-quality monitoring, and access governance across 70+ inte… thin 1
One Data One Data is a German enterprise software company (onedata.ai, formerly onedata.de) whose AI-native platform transforms legacy and fragmented enterprise data into trusted, governed, AI-ready data products. Its capabilities span metadata man… emerging 0
Collibra Collibra is a data intelligence company providing a cloud-based platform for data governance, cataloging, quality, lineage, and AI governance. The Collibra Data Intelligence Platform helps enterprises discover, understand, govern, and trus… emerging 7
Governata Governata is a Saudi Arabia-based data governance and management platform that helps government entities and enterprises turn complex data into business value through comprehensive, PDPL-aligned data management. Its product suite spans Dat… minimal 0
Soda Soda is a data quality and data observability platform for the modern data stack. Its core abstraction is the data contract — a declarative YAML source of truth that defines the checks a dataset must pass — extended by organization-wide da… exemplar 1
Nasuni Nasuni is an enterprise hybrid-cloud file data platform that consolidates distributed NAS and file servers into UniFS, a cloud-native global file system backed by customer-owned object storage (Azure Blob, Amazon S3, Google Cloud Storage a… strong 14
IBM A collection of IBM's public APIs and developer resources. strong 1
Amazon DataZone Amazon DataZone is a data management service that helps you catalog, discover, govern, share, and analyze your data across your organization and beyond. It enables data producers and consumers to collaborate, with built-in governance, data… strong 1
Bigeye Bigeye is an enterprise data observability and AI trust platform that monitors data quality, detects schema changes and anomalies, classifies sensitive data, and maps column-level lineage across warehouses, lakes, BI tools and ETL pipeline… developing 3
Syncari Syncari is an agentic master data management (MDM) and data unification platform that syncs, cleans, governs and activates business data across CRM, marketing, finance, support and warehouse systems from a single unified data model. Its mu… developing 2
Lightup Lightup Data, Inc. is an enterprise data quality and data observability platform that lets data teams detect, diagnose, and resolve data issues across cloud and hybrid data stacks. The platform runs pushdown data quality checks (DQIs) dire… developing 1
Decube Decube is a unified data trust platform that combines data observability, discovery, cataloging, and governance for regulated industries such as banking, financial services, insurance, and telecom. It provides metadata management, column-l… developing 1
OpenMetadata OpenMetadata is an open-source data catalog and metadata platform providing a comprehensive REST API for managing tables, dashboards, pipelines, data quality, lineage, and governance policies. It serves as an open context layer for data an… developing 1
Sifflet Sifflet is a data observability platform positioned as the control plane for Data and AI. It catches data issues before they reach the business, traces them to their root cause, and helps teams fix them fast. The platform unifies a data ca… developing 1
Collate Collate is the commercial company behind OpenMetadata, the open-source unified metadata platform and data catalog for data and AI. OpenMetadata provides a single place to discover, govern, observe, and collaborate on data assets — database… developing 1
Informatica Collection of APIs for Informatica Intelligent Cloud Services (IICS) and Intelligent Data Management Cloud (IDMC), providing programmatic access to data integration, data governance, data quality, master data management, B2B gateway, and p… developing 1
Alation Alation is a data intelligence platform that helps organizations harness the power of their data by providing a centralized platform for data cataloging, governance, and collaboration. By enabling users to easily search, understand, and tr… developing 4
Honeycomb Build integrations and automate workflows with the Honeycomb API. Programmatically manage datasets, queries, triggers, SLOs, environments, API keys, and more. thin 1
Anomalo Anomalo is an AI-powered data quality and data observability platform that automatically detects, alerts on, triages and helps resolve data issues before they reach analytics, reporting or AI models. It connects directly to cloud data ware… thin 19
Trust3 AI Trust3 AI is the agent-first trust layer for the enterprise, founded by the creators of Apache Ranger and Apache Atlas (the team behind Privacera). The platform discovers every AI agent running across platforms like Databricks and Microsof… thin 1
Komprise Komprise is an unstructured data management company whose Intelligent Data Management platform analyzes, tiers, migrates and governs file and object data across NAS, cloud and object storage. The platform spans Komprise Analysis, Elastic D… minimal 0
DataGravity DataGravity was a data management and security software company founded in April 2012 in Nashua, New Hampshire by Paula Long (co-founder of EqualLogic) and John Joseph. It pioneered the "data-aware storage" category, shipping hybrid storag… 0

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Data GovernanceData ManagementData QualityData Quality StandardsObservabilityStandards