What is a Data Intelligence Platform?
A data intelligence platform is a lot of things, but at its root, it’s a tool that helps both people and AI make the most of data. Organizations are now processing pentabytes of data and scaling their use of AI initiatives, integrating it into workflows and processes. Managing all of the data and ensuring that AI models use trustworthy data is a top priority to make timely decisions.
As the data intelligence platforms market evolves, some of the key capabilities to look for include:
- Data Discovery & Cataloging: Automatically finds and inventories data across systems, with a powerful search capability.
- Metadata Management: Captures and manages information about the data to provide context and understanding.
- Data Lineage: Tracks how data flows through systems, showing where it comes from, how it’s transformed, and where it goes.
- Data Quality Assessment: Monitors and reports data accuracy, completeness, consistency, and reliability.
- Data Governance: Enforces data policies, manages access controls, and ensures regulatory compliance.
- Collaboration: Enables teams to share knowledge, document datasets, and collaborate around data assets.
As the market develops, we want to highlight some of the industry leaders in defining what a data intelligence platform is.
Top Data Intelligence Platforms
1. Actian Data Intelligence
Actian Data Intelligence Platform is an AI-era data cataloging and governance solution powered by knowledge graph technology. Built as an enterprise data marketplace, it provides complete visibility and control across distributed data ecosystems while enabling teams to discover, share, and leverage trusted data products.
The platform features automated metadata management, field-level lineage, natural language search capabilities, and self-service data access with governance controls. It helps organizations democratize data access while maintaining compliance, reducing risk, and breaking down data silos to accelerate AI initiatives and data-driven decision making.
See this in action by requesting a demo.
2. DataGalaxy
DataGalaxy is a platform that connects strategy, product management, governance and business impact in a unified experience. The platform empowers organizations to collaboratively design, deliver, and scale trusted data and AI products with measurable business value. It features AI-powered data cataloging, automated lineage tracking, and collaborative intelligence workflows.
3. Alex Solutions
Alex Solutions is a platform dedicated to automated data governance, cataloging, and analytics. It is purpose-built for modern enterprise data systems, offering capabilities such as automated data lineage mapping, integrated data quality management, and a centralized business glossary. The solution is designed to empower organizations—especially those in highly regulated industries—with a unified view of their data assets for improved operational efficiency and regulatory reporting.
4. Informatica
Informatica is a platform offering data integration, master data management, data quality, governance, API management, and 360-degree applications. It enables organizations to manage entire data lifecycles across multiple environments while ensuring security, compliance, and governance.
5. Atlan
Atlan is a platform designed for modern data teams to discover, understand, trust, and collaborate on data assets. The platform features AI-powered capabilities including natural language search, automated documentation, column-level lineage, and data governance controls. Atlan enables teams to become more agile and improve time-to-insight through collaborative workspace and intelligent automation features.
6. Coalesce Catalog (Formerly CastorDoc)
Coalesce is a platform that provides automated documentation, metadata management, and collaborative data discovery. The platform features column-level lineage, data governance controls, and an intuitive interface that enables organizations to find, understand, and trust their data assets.
7. Alation
Alation is a platform that helps organizations find, understand, and trust their data assets. It provides automated data discovery, centralized metadata management, and natural language search capabilities to make data accessible across teams. The platform features data lineage tracking, governance workflows, and metadata curation. It serves as a “social network for data” enabling both technical and business users to discover, share, and leverage trusted data for decision-making.
8. Collibra
Collibra is a platform that helps organizations manage, understand, and govern their data assets throughout their lifecycle. The platform provides data cataloging, metadata management, data quality monitoring, lineage tracking, and policy enforcement capabilities. Collibra enables organizations to create unified views of data assets, implement automated governance workflows, manage business glossaries, and ensure regulatory compliance.
9. Data.World
Data.world is a platform powered by knowledge graph architecture. It enables AI-assisted data discovery, agile data governance, and DataOps through natural language search, automated metadata enrichment, and extensive data lineage capabilities. The platform is part of a shift towards an AI-ready data ecosystem that transforms data silos into actionable insights through a knowledge graph foundation.
How Actian Compares
Actian empowers data teams to unlock the full value of their data through a unified, intelligent approach to discovery, governance, and collaboration.
The platform provides an intuitive, natural language search that enables business and technical users to quickly locate, understand, and trust the data they need. We leverage a knowledge graph foundation to automatically create intelligent, multilateral relationships between data assets across your entire enterprise ecosystem.
Actian transforms fragmented assets into an accessible, reliable, and actionable data intelligence ecosystem. Learn more about the Actian Data Intelligence Platform.