UPDATE: Denodo just announced the launch of its groundbreaking Denodo Platform 9.3, featuring the innovative DeepQuery capability that is set to redefine AI data management. This major release, unveiled in PALO ALTO, Calif. on September 16, 2025, positions Denodo as a key player in AI innovation with tools designed to enhance operational efficiencies for businesses relying on real-time data.
The Denodo Platform 9.3 introduces several enhancements aimed at addressing the pressing needs of AI workloads, which often involve complex, dynamic environments. According to a recent study by MIT, a staggering 95% of AI projects fail to deliver positive ROI, primarily due to ineffective data infrastructures. With this new release, Denodo aims to change that narrative by providing robust support for operational AI.
Key features of Denodo Platform 9.3 include:
– **Greater Agility for Materialized Views**: This enhancement allows developers to adapt quickly to schema changes, ensuring that AI applications have access to the most relevant data in fast-paced environments.
– **Dynamic Access Controls**: Designed for environments where privacy and security needs are constantly evolving, these controls facilitate on-demand data access, enhancing operational agility.
– **Auto-Generation of Business Context**: Through Denodo Assistant, the platform now automatically generates metadata tags that enrich AI applications, making data more actionable and contextually relevant.
– **Write-Back Capabilities to Iceberg Tables**: Organizations using Databricks can now build AI agents that seamlessly write back to Iceberg tables, optimizing performance in rapidly changing data environments.
Denodo’s Chief Technology Officer (CTO) Alberto Pan emphasized the need for organizations to navigate dynamic operational environments. “Denodo is gaining momentum in the AI-powered data management space,” he stated. “Our platform accommodates fast-moving use cases around AI-ready and business-ready data.”
The new DeepQuery feature, which was pre-announced in July, is now available on GitHub. This multi-agent deep research capability allows AI developers to run complex, context-aware queries that deliver insights in minutes—insights that would typically take days for data analysts to produce.
Key benefits of DeepQuery include:
– **Smarter AI Interactions**: AI agents can iteratively refine their questions for more accurate responses.
– **Comprehensive Data Governance**: The platform ensures that AI-driven queries adhere to enterprise policies, maintaining security and compliance.
– **Open-Source Flexibility**: Available under an Apache License, DeepQuery invites customization and contributions from the community.
This significant advancement has not gone unnoticed. Shivaji Basu, Chief AI Officer at Sigmasoft, a Denodo partner, remarked, “We’re excited to collaborate and help clients unlock explainable, cross-system business insights at enterprise scale.”
The release of Denodo Platform 9.3 and DeepQuery is poised to transform how organizations leverage AI, making enterprise AI not only feasible but also practical and impactful. As businesses continue to face challenges in data management and AI integration, Denodo’s latest innovations offer a promising path forward.
For more information on Denodo and its latest offerings, visit denodo.com.
