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Data Quality Software with Data Mapping (2026) - Page 3

Last updated: April 2026

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58 software options

Insigna logo
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Insigna - Unified Digital Operations Platform™

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Stay on top of your operations with real-time actionable intelligence delivered by Insigna - Unified Digital Operations Platform™.

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erwin Data Intelligence logo
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Data catalog, discovery, governance, and quality solution

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erwin Data Intelligence is a data catalog solution that helps enterprises discover, analyze, govern, and share data. Key features include data mapping, reporting, metadata harvesting, and glossary management.

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MetadataWorks logo
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Metdata management tool for data discovery and access.

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MetadataWorks is a data catalog that helps users streamline data discovery, governance, and utilization through its metadata management capabilities. It empowers users to make data-driven decisions by providing intuitive search, metadata curation, and configurable dashboards to track key performance indicators. The software complies with FAIR data principles for improved interoperability.

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DISQOVER logo
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Life sciences knowledge discovery platform

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DISQOVER is a knowledge discovery platform developed for the life sciences industry. Using knowledge graph and semantic technologies, DISQOVER integrates siloed data to support organizations in accelerating their drug development activities.

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Datactics logo
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Augmented Data Quality from Datactics delivers trust in data

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Augmented Data Quality from Datactics provides trust in data through AI-suggested data quality rules, connectivity

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SYNQ logo
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AI-enabled data observability platform

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SYNQ is a data observability platform that helps modern data teams measure, monitor, and improve their data quality. With built-in ownership, anomaly monitoring, and incident workflows, teams can stay ahead of issues and ship trusted data faster.

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Acceldata logo
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Data observability and agentic data management solution

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Acceldata improves data quality by automatically detecting issues and maintaining accuracy at scale. This ensures reliable reporting, better decisions, and trusted AI models, making high-quality data a consistent enterprise advantage.

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MatchX logo
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AI-powered data matching and quality for enterprises

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MatchX is the intelligent, behind-the-scenes data assistant that untangles your records, eliminates duplicates, connects scattered sources, and gives you the confidence to trust every decision because it’s built on clean, complete, and connected data.

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