Actian Gains Momentum With Recognition From Four Major Analyst Firms

Reports Support Actian's Approach to Data Governance, Semantics, and AI-Readiness

ROUND ROCK, Texas (October 7, 2026) - Actian, the data and AI division of HCLSoftware, today announced it has been recognized in independent analyst reports from IDC, ISG, QKS Group, and Constellation Research. Together, we believe these reports recognize Actian's approach to federated governance, semantics, and AI readiness. Actian's recognition includes:

• Named a Major Player in the IDC MarketScape: Worldwide Data Intelligence Platform Software 2026 Vendor Assessment.
• Recognized as an Exemplary provider in the 2026 ISG Buyers Guide™ for Data Intelligence, the 2026 ISG Buyers Guide™ for Data Products, the 2026 ISG Buyers Guide™ for Data Integrity, the 2026 ISG Buyers Guide™ for Data Governance, the 2026 ISG Buyers Guide™ for Data Quality and the 2026 ISG Buyers Guide™ for Data Management.
• Designated as a Leader and Ace Performer in QKS SPARK Matrix™ Data Governance Solutions, Q3 2026.
• Included in the Constellation ShortList™ for Semantic and Context Management for Analytics and AI.

"Most organizations are still trying to make their data trustworthy enough for people. The harder challenge is making it trustworthy enough for autonomous AI agents," said Emma McGrattan, chief technology officer at Actian. "We built the Actian Data Intelligence Platform on a federated knowledge graph, so every person and every AI agent gets the same context: what the data means, where it came from and whether they can trust it."

The Actian Data Intelligence Platform gives organizations the semantic foundation for their AI and data initiatives. The federated knowledge graph, which connects data across business domains while letting each one retain local control of its metadata, transforms disconnected data into governed business context. It allows teams to find trusted data, grounds AI agents in approved definitions, and automates compliance traceability.

Named a Major Player in the IDC MarketScape

IDC positioned Actian in the Major Players Category in the IDC MarketScape: Worldwide Data Intelligence Platform Software 2026 Vendor Assessment (doc # US54118226, August 2026). This IDC MarketScape study evaluates the data intelligence platform software market as it moves from adjacent governance tooling to a first-order AI readiness decision, driven by the demands of generative AI and agentic AI and the need for trusted, AI-ready data. This document underscores the role of data cataloging, governance, quality, and lineage in delivering the context that both people and AI agents need and the growing convergence around embedded, increasingly agentic automation and open standards such as the Model Context Protocol, OpenLineage, and Apache Iceberg.

IDC MarketScape vendor assessment model is designed to provide an overview of the competitive fitness of technology and service suppliers in a given market. The research utilizes a rigorous scoring methodology based on both qualitative and quantitative criteria that results in a single graphical illustration of each supplier's position within a given market. IDC MarketScape provides a clear framework in which the product and service offerings, capabilities and strategies, and current and future market success factors of technology suppliers can be meaningfully compared. The framework also provides technology buyers with a 360-degree assessment of the strengths and weaknesses of current and prospective suppliers.

ISG Buyers Guides Exemplary Positioning

In addition to being recognized as an Exemplary provider in multiple 2026 ISG Buyers Guides™, Actian was also identified as a Leader for Data Intelligence and Data Products, a Leader for Data Quality, and a Leader for Data Governance in the respective Buyers Guides. ISG predicts that "through 2028, three-quarters of enterprises will be engaged in data intelligence initiatives to understand how, when and where data is used in the organization, and by whom."

QKS SPARK Matrix Leader and Ace Performer

QKS Group positioned Actian as both a Leader and an Ace Performer in its Q3 2026 Data Governance Solutions SPARK Matrix. The Ace Performer designation recognizes vendors that combine strong revenue growth, effective partnership strategies, and success winning new customers over the past year. QKS notes that Actian is "especially well suited for enterprises pursuing federated governance, data products, self-service analytics, and agentic AI at scale," particularly those operating across complex, distributed, multi-cloud environments. To download a copy of this report, visit https://www.actian.com/lp/actian-recognized-spark-matrix-2026/.

Constellation Research ShortList Recognition

Constellation Research named the Actian Data Intelligence Platform to its 2026 ShortList for Semantic and Context Management for Analytics and AI, one of only eight solutions selected from more than 20 evaluated. According to Constellation, "enterprises expanding beyond self-service analytics, decision-support copilots, AI-assisted decisioning, and decision automation need a governed layer of business semantics and operational context that extends data access and catalog visibility." Actian delivers this capability through its federated knowledge graph. For more information on this report, visit https://www.constellationr.com/research/blog/ai-doesnt-just-need-more-data-it-needs-business-context.

For more information about the Actian Data Intelligence Platform, visit https://www.actian.com/data-intelligence/platform/.

About Actian

Actian empowers enterprises to confidently manage and govern data at scale. Actian data management and data intelligence solutions help streamline complex data environments and accelerate the delivery of AI-ready data. Designed to be flexible, Actian solutions integrate seamlessly and perform reliably across on-premises, cloud, and hybrid environments. Learn more about Actian, the data and AI division of HCLSoftware, at actian.com.

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