--- title: Denodo Reviews meta_title: 'Denodo Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 47 reviews by the users' company size, role or industry to find out how Denodo works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 47 scale: '5' date_modified: '2026-08-09' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Denodo Reviews **Vendor:** Denodo **Category:** [Data Fabric Software](https://www.g2.com/categories/data-fabric) **Average Rating:** 4.3/5.0 **Total Reviews:** 47 ## About Denodo Denodo is a leader in data management. The award-winning Denodo Platform is the leading logical data management platform for transforming data to trustworthy insights and outcomes for all data-related initiatives across the enterprise, including AI and self-service. Denodo's customers in all industries all over the world have delivered trusted AI-ready and business-ready data in a third of the time and with 10x better performance than with lakehouses and other mainstream data platforms alone. The Denodo Platform includes the following capabilities: - A semantic layer, with semantic search and embedded data prep in a self-service data catalog. - Unified, real-time-updated data views without expensive replication or copying of data. - Native connectors to over 200 source systems, both cloud and on-premises - An AI SDK which implements metadata-driven RAG (retrieval augmented generation) to provide trusted data to AI agents. - Query acceleration, improving lakehouse performance by 10x while also reducing compute and storage costs. - Federated enterprise-wide governance and privacy compliance. - Greater automation of common data engineering tasks, with the AI-powered Denodo Assistant. Enterprises world-wide across every major industry have used Denodo to achieve greater business self-service and agility, improve operational visibility and efficiency, optimize the performance and cost of modern data infrastructure such as Lakehouses, and ensure success of their AI initiatives. Denodo now offers two options to meet these needs: the Denodo Platform, deployable in all Clouds (AWS, Azure, GCP and Alibaba) and on-premises for full control, and Agora, our fully managed cloud service available on AWS, offering an entirely managed experience with the same rich data capabilities. Denodo provides a unique approach to data integration and management not found in any other platform. Denodo customers reported: 83% increase in business user productivity 67% reduction in time required to prepare data for AI 65% decrease in data delivery time vs. ETL 10x improvement in Lakehouse query performance compared to running queries directly resulting in an average three-year benefit of $6.8M, ROI of 408%, and payback within six months across customers. ## Denodo Pros & Cons **What users like:** - Users appreciate the **extensive functionality** of Denodo, enhancing data integration and management efficiency across various systems. (3 reviews) - Users appreciate the **extensive built-in connectors** of Denodo for seamless integration and unified data access. (2 reviews) - Users value the **seamless integration** of Denodo, which simplifies data access and enhances overall data management. (2 reviews) - Users appreciate the **seamless data integration** in Denodo, enhancing workflows and providing unified access to data sources. (2 reviews) - Users appreciate the **ease of setup** with Denodo, citing seamless integration and efficient data management as key benefits. (2 reviews) - Users value the **excellent product support** and quick turnaround for enhancement requests, enhancing their overall experience. (2 reviews) - Users appreciate Denodo's **seamless integrations** , effectively unifying diverse data sources without moving the data physically. (2 reviews) - User Interface (2 reviews) - Users value Denodo for its **effective API integration** , enhancing data access and facilitating self-service development. (1 reviews) - Users value the **excellent support and rapid enhancement turnaround** of Denodo, enhancing self-service development for citizen developers. (1 reviews) **What users dislike:** - Users find Denodo to be **expensive** , which may limit its accessibility for smaller companies. (2 reviews) - Users often find the **Web Designer buggy** , which can lead to frustrations compared to the Admin tool. (1 reviews) - Users report that the **Web Designer can be buggy** , leading to frustrations compared to the Admin tool's stability. (1 reviews) - Users find Denodo has a **steep learning curve** , making it difficult for smaller companies to adapt. (1 reviews) - Users find the **steep learning curve** of Denodo challenging, especially for smaller companies trying to adapt. (1 reviews) - Learning Difficulty (1 reviews) - Users note the ongoing effort to improve **product immaturity** , particularly regarding usage history and metadata features. (1 reviews) ## Denodo Discussions - [What is Denodo used for?](https://www.g2.com/discussions/denodo-what-is-denodo-used-for) - [Is denodo a database?](https://www.g2.com/discussions/is-denodo-a-database) - [What is denodo data virtualization?](https://www.g2.com/discussions/what-is-denodo-data-virtualization) - [What is denodo tool?](https://www.g2.com/discussions/what-is-denodo-tool) - [What is denodo used for?](https://www.g2.com/discussions/what-is-denodo-used-for) - [View Denodo pricing details and edition comparison](https://www.g2.com/products/denodo/reviews?page=3&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-09+13%3A14%3A36+-0500&secure%5Bsession_id%5D=0cffc7ce-6393-44a7-a722-cc530b4c3e51&secure%5Btoken%5D=3a4f8bf49e6c4a3c3abb4b9d7ef1ab3a3cad5e80aedd6a9ec9af976d34ba7071&format=llm_user) ## Denodo Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Data Governance** - User Access Management - Dynamic Data Masking - Data Lineage - Workflow Management **Administration** - Database Management - Access Control - Data Security - Remote Access/Control - Version Control - Remote Monitoring & Management - Capacity Management - Configuration Management - File Management - Compliance Management - Service Level Agreement (SLA) Management - Namespace Management - Access Controls/Permissions **Data Management** - Data Integration - Data Discovery - Multi - Platform - Metadata **Data Management** - Data Integration - Data Compression - Data Quality - Built-In Data Analytics - In-Database Machine Learning - Data Lake Analytics - ETL - Extract Transfer Load - Data Capture and Transfer - Real-Time Analytics - Reporting/Analytics **Deployment & Integration - Semantic Layer Tools** - Multi-Environment & Multi-Cloud Support - Open API & SDK Integration **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Data Preparation** - Search - Data Quality and Cleansing - Data Transformation - Data Modeling **Federation** - Architecture - Provisioning - Orchestration - API / Integrations - Virtual Machine Provisioning - API - Third-Party Integrations **Analytics** - Data Analytics **Integration** - AI/ ML Integration - BI Tool Integration - Data lake Integration **Data Connectivity & Federation - Semantic Layer Tools** - Cross-Source Query Federation - Dynamic Schema & Metadata Adaptation **Integrations** - Hadoop Integration - Spark Integration **Collaboration** - Commenting - Profiling and Classification - Business and Data Glossary - Metadata Management - Master Data Management - Data Storage Management - Data Management **Transformation** - Data Visualization - Application Performance - Data Modeling **Security** - Compliance - Governance - Data Protection **Deployment** - On-Premise - Cloud **Data Modeling & Metrics - Semantic Layer Tools** - Derived & Calculated Metrics - Time Intelligence Functions **Additional Functionality** - Real-Time Reporting - Real-Time Monitoring - Two-Factor Authentication - Virtual Machine Encryption - Backup and Recovery - File Transfer - Server Monitoring - Secure Data Storage - AI Copilot - Data Migration - Virtual Machine Monitoring - Load Balancing - Remote Update/Installation - Archiving & Retention - Visual Analytics - Virtual Machine Snapshots - Role-Based Permissions - HIPAA Compliant - Performance Monitoring - Activity Dashboard - Desktop/Application Virtualization - Event Logs - Single Sign On - Generative AI - Disaster Recovery - Alerts/Escalation - Automatic Backup - Reporting/Analytics **Platform** - Machine Scaling - Data Preparation - Spark Integration **Artificial Intelligence** - Machine Learning Recommendations - Natural Language Query - Automatic Data Cleansing **Performance ** - Scalability **Generative AI** - AI Text Generation - AI Text Summarization **Performance Optimization - Semantic Layer Tools** - Query Caching & Acceleration - Adaptive Query Optimization **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Processing** - Cloud Processing - Workload Processing **Security** - Data Governance - Data Security **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Data Fabric** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making **Governance - Semantic Layer Tools** - AI Governance & Observability - Metric Lineage for AI Training Data - Version Control & Change Impact Analysis **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Machine Learning Data Catalog** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Decision Making - Third-Party Integrations **Advanced Intelligence - Semantic Layer Tools** - Natural Language Query Interface - Semantic Layer for AI/ML Models - Recommendation Engine **Additional Functionality** - Metadata Extraction - Automatic Backup - Search/Filter - Collaboration Tools - Activity Tracking - Authentication - Data Security - Data Mapping - Archiving & Retention - Data Discovery - Data Catalog - Multiple Data Sources - Categorization/Grouping - AI Copilot - Reporting/Analytics - Tagging - Drag & Drop - Activity Dashboard - Role-Based Permissions - Single Sign On - Data Governance - Content Library - Data Synchronization - Data Import/Export - Access Controls/Permissions - Data Visualization - API **Additional Functionality** - Parallel Processing - Ad hoc Analysis - Multiple Data Sources - API - In-Database Processing - Monitoring - Real-Time Reporting - Data Synchronization - Real-Time Monitoring - Data Connectors - Performance Metrics - Ad hoc Reporting - Alerts/Notifications - Access Controls/Permissions - Drag & Drop - Data Visualization - Data Import/Export - Match & Merge - Data Transformation - Secure Data Storage - Data Extraction - AI Copilot - Customizable Reports - Activity Dashboard - Data Migration - In-Memory Processing - Data Mapping **Agentic AI Enablement - Semantic Layer Tools** - Agentic Query Orchestration - Contextual Reasoning Layer - Workflow Automation via Semantic Agents **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query ## Top Denodo Alternatives - [Dremio](https://www.g2.com/products/dremio/reviews) - 4.6/5.0 (65 reviews) - [AWS Glue](https://www.g2.com/products/aws-glue/reviews) - 4.3/5.0 (194 reviews) - [CData Virtuality](https://www.g2.com/products/cdata-virtuality/reviews) - 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