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#17

Denodo is ranked #17 in the Data Governance Tools product directory based on the latest available data collected by SelectHub. Compare the leaders with our In-Depth Report.

Denodo Pricing

Based on our most recent analysis, Denodo pricing starts at $10,000 (Annual).

Price
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Starting From
$10,000
Pricing Model
Annual
Free Trial
Yes, Request for Free

Training Resources

Denodo is supported with the following types of training:

Documentation
In Person
Live Online
Videos
Webinars

Support

The following support services are available for Denodo:

Email
Phone
Chat
FAQ
Forum
Help Desk
Knowledge Base
Tickets
Training
24/7 Live Support

Denodo Benefits and Insights

Why use Denodo?

Key differentiators & advantages of Denodo

  • Real-time Data Access: Enables instantaneous access to data across various sources, improving decision-making and operational efficiency.
  • Data Agility: Offers a flexible architecture that can easily adapt to changing business needs, allowing organizations to remain nimble and innovative.
  • Reduced Complexity: Simplifies the data landscape by providing a unified data access layer, which eliminates the need for multiple data copies and data silos.
  • Cost Savings: By avoiding physical data movement and replication, Denodo can lead to significant cost reductions in data storage and infrastructure management.
  • Enhanced Security: Consolidates security policies and ensures consistent enforcement across different data sources, thus enhancing overall data governance.
  • Faster Time to Market: Accelerates the data provisioning process, enabling a quicker response to market changes and faster delivery of new services and products.
  • In-depth Data Analysis: Supports complex data analysis and business intelligence endeavors by integrating disparate data without the latency of ETL processes.
  • Robust Performance: Advanced query optimization techniques ensure high performance, which is critical for analytics on large and diverse datasets.
  • Improved Collaboration: Facilitates better teamwork across departments by providing a consistent and accessible view of data, fostering informed collaborations.
  • Scalability: Adapts to growing data demands without compromising performance, enabling businesses to scale efficiently as they grow.
  • Cloud Compatibility: Fully supports cloud integration, assisting organizations in their cloud-first strategies and digital transformation efforts.
  • Seamless Integration: Easily integrates with existing enterprise applications and workflows, maximizing investments and reducing the need for extensive retraining.
  • Multi-platform Support: Compatible with a wide range of data sources and platforms, providing a flexible solution that fits various technological ecosystems.
  • Vendor Neutrality: Due to its unbiased approach to data integration, it ensures that businesses are not locked into specific vendors or technology stacks.
  • Business Empowerment: Empowers business users with self-service data discovery capabilities, thereby democratizing data and analytics across the organization.

Industry Expertise

Denodo provides industry-specific solutions for a variety of industries, including:
  • Healthcare: Denodo helps healthcare organizations connect and manage patient data from disparate sources, enabling them to improve care coordination and patient outcomes.
  • Financial Services: Denodo helps financial institutions comply with regulatory requirements, manage risk, and gain insights from their data.
  • Retail: Denodo helps retailers optimize their supply chains, personalize customer experiences, and make data-driven decisions.
  • Manufacturing: Denodo helps manufacturers improve efficiency, reduce costs, and bring products to market faster.
Denodo's industry-specific solutions are based on its Data Fabric technology, which provides a unified platform for data virtualization, integration, and management.

Synopsis of User Ratings and Reviews

Based on an aggregate of Denodo reviews taken from the sources above, the following pros & cons have been curated by a SelectHub Market Analyst.

Pros

  • Reduces data integration costs: Denodo’s data virtualization approach eliminates the need for expensive data replication and ETL processes, significantly reducing the overall cost of data integration.

  • Improves data agility: Denodo’s real-time data access capabilities enable faster data access and integration, allowing organizations to respond quickly to changing business needs.

  • Simplifies data management: Denodo provides a unified view of data from disparate sources, making it easier to find, access, and utilize data across the organization.

  • Enhances data security: Denodo’s robust security features, such as role-based access control and data masking, safeguard sensitive data and prevent unauthorized access.

  • Scales with growing data needs: Denodo’s highly scalable architecture can handle increasing data volumes and user workloads, ensuring seamless performance as data needs evolve.

Cons

  • Limited data transformation capabilities: Denodo's data virtualization layer focuses primarily on data access and integration, with limited capabilities for complex data transformations, requiring additional tools for extensive transformations.

  • Dependency on underlying data sources: Denodo's performance and scalability are reliant on the underlying data sources. Slow or unreliable data sources can impact Denodo's overall performance.

  • Limited real-time data support: While Denodo supports real-time data feeds, its capabilities are not as robust as some alternative data virtualization solutions, making it less suitable for high-volume real-time data streams.

  • Limited handling of complex queries: Denodo's query optimizer may not handle complex queries as efficiently as some other data virtualization solutions, potentially impacting performance for intricate queries.

  • Steep learning curve for advanced features: While Denodo's basic functionalities are user-friendly, mastering its advanced features, such as data governance and security configurations, may require a steeper learning curve.

Researcher's Summary:

Denodo is a data virtualization platform that has garnered positive reviews from users for its ability to reduce data integration costs, improve data agility, and simplify data management. Users particularly appreciate its ability to provide a unified view of data from disparate sources, making it easier to find, access, and utilize data across the organization.

One user commented, "Denodo has been a game-changer for our organization. It has helped us to reduce our data integration costs by over 50%, and it has also made it much easier for our users to access and use the data they need." Another user stated, "Denodo has helped us to improve our data agility and responsiveness to changing business needs. We can now access and integrate data much faster than ever before."

However, some users have noted that Denodo's data transformation capabilities are limited, and that its performance can be impacted by the underlying data sources. Additionally, some users have found that Denodo's advanced features, such as data governance and security configurations, can be difficult to master.

Overall, Denodo is a powerful and versatile data virtualization platform that can help organizations to overcome data integration challenges and improve their data management practices. However, it is important to consider its limitations and the learning curve associated with its advanced features before making a purchase decision.

Key Features

Notable Denodo features include:

  • Data Virtualization: Denodo creates a virtual abstraction layer that allows for the integration of data from various sources, such as databases, web services, and flat files, without the need to replicate data, thus providing a consolidated view.
  • Data Federation: This feature combines data from different sources and makes it appear as if it’s coming from a single source, making it easier for users to perform querying and reporting.
  • Dynamic Query Optimization: Denodo optimizes every query in real-time, ensuring efficient performance and quick access to data, critical for analytics and reporting tasks.
  • Location Transparency: Users can access and integrate data without needing to know the underlying location of data sources, simplifying data management and accessibility.
  • Data Cataloging: Advanced data cataloging capabilities permit users to discover and understand the data available, including relationships, origins, and usage guidelines.
  • Data Governance: Offers robust data governance tools that help in maintaining data quality, privacy, and policy compliance across the data access layer.
  • Cache Management: Denodo’s cache management allows frequently queried data to be temporarily stored closer to the user, which can reduce the load on source systems and improve response times.
  • Data Transformation: It includes features for transforming and combining data from multiple sources, accommodating different formats and protocols.
  • API and Web Services Support: Denodo can expose data as APIs or web services, making it easily consumable by other applications and services.
  • Data Security: Provides a secure data services layer with functionalities like role-based access control, data masking, and row-level security to ensure that data is appropriately protected.
  • Multiple Data Source Support: Offers the ability to connect to a vast array of data sources including NoSQL, Big Data, RDBMS, and cloud services, making it a versatile tool for data integration.
  • Cloud and On-premises Deployment: Can be deployed both on-premises and in cloud environments, providing flexibility according to organizational deployment strategies and infrastructure considerations.
  • Data Processing: Integrates and delivers large volumes of data quickly by leveraging in-memory parallel processing.
  • Low-code/No-code Development: Allows business analysts and non-technical users to model, integrate, and deploy data virtualization projects using a visual interface with minimal coding required.
  • Machine Learning Integration: Enables the utilization of machine learning models within the data virtualization layer, integrating predictive analytics directly into the data infrastructure.

Approach to Common Challenges

  • Data Quality: Ensuring data accuracy, completeness, and consistency across the organization.
    • Denodo provides data validation rules and data quality dashboards to identify and flag poor data quality.
    • Data profiling and data cleansing capabilities help improve data quality over time.
  • Data Security: Protecting sensitive data from unauthorized access, corruption, or loss.
    • Denodo provides fine-grained access control, encryption, and masking to secure data.
    • Audit logs and data lineage track data access and changes for compliance and security purposes.
  • Data Governance: Establishing policies, procedures, and standards for data management and use.
    • Denodo provides a centralized repository for data policies, standards, and procedures.
    • Workflows and approval processes ensure compliance with data governance policies.
  • Data Discovery: Finding and understanding relevant data across disparate systems and formats.
    • Denodo provides a searchable inventory of data assets, including metadata and lineage information.
    • Data catalogs and glossaries facilitate data discovery and understanding.
  • Data Integration: Combining data from multiple sources into a unified view.
    • Denodo provides data integration tools to combine data from various sources.
    • Data transformation and mapping capabilities ensure data consistency across systems.
  • Data Management: Managing data across its lifecycle, from creation to deletion.
    • Denodo provides data management tools to create, update, and delete data.
    • Data retention and deletion policies ensure compliance with regulatory requirements.

Cost Of Ownership

Frequently asked questions regarding Denodo pricing include:

  • Q: What are the different Denodo pricing models?
    A: Denodo offers a variety of pricing models to fit the needs of different organizations. The most common pricing models are perpetual licensing, subscription licensing, and cloud pricing. Perpetual licensing is a one-time fee for the software, while subscription licensing is a recurring fee based on the number of users or data sources. Cloud pricing is based on the number of compute units used.

  • Q: What are the typical Denodo pricing tiers?
    A: Denodo offers four pricing tiers: Professional, Standard, Enterprise, and Enterprise Plus. The Professional tier is for small, single-use-case projects within individual departments. The Standard tier is for multiple use cases within individual departments. The Enterprise tier is for enterprise-wide deployment for multiple use cases and groups and large data volumes. The Enterprise Plus tier is for comprehensive automation, collaboration, and advanced security for enterprise-wide deployments.

  • Q: What are the additional costs associated with Denodo?
    A: In addition to the software license, there are a few other costs that organizations should consider when budgeting for Denodo. These costs include hardware, software maintenance, and training. Hardware costs will vary depending on the size of the deployment and the organization's specific needs. Software maintenance is a recurring fee that entitles organizations to updates, support, and access to new features. Training costs will vary depending on the size of the organization and the number of employees who need to be trained.

  • Q: What is the total cost of ownership (TCO) of Denodo?
    A: The TCO of Denodo will vary depending on the organization's specific needs and deployment. However, in general, the TCO of Denodo is lower than the TCO of traditional data integration solutions. This is because Denodo's data virtualization approach eliminates the need for data replication and ETL processes, which can save organizations a significant amount of money.


Limitations

Notable limitations of Denodo include:

  • Limited data transformation capabilities: Denodo's data virtualization layer is primarily focused on data access and integration. It provides limited capabilities for data transformation, such as filtering, sorting, and aggregation. For more complex data transformations, organizations may need to use an additional data transformation tool.

  • Dependency on underlying data sources: Denodo's performance and scalability are dependent on the performance and scalability of the underlying data sources. If the underlying data sources are slow or unreliable, this can impact the performance of Denodo.

  • Limited support for real-time data: Denodo can support real-time data feeds, but its real-time capabilities are not as robust as some other data virtualization solutions. Organizations that need to support high-volume real-time data streams may need to consider a different solution.

  • Limited support for complex queries: Denodo's query optimizer is not as sophisticated as some other data virtualization solutions. This can make it difficult to optimize complex queries, which can impact performance.


Demo Resources

Resources that provide Denodo demo insights include:

  • Denodo Documentation: Detailed documentation providing an overview of the platform, its features, and how to use it.
  • Denodo Tutorials: Step-by-step tutorials that cover various aspects of the platform, such as data integration, data quality, and data security.
  • Denodo Use Cases: Real-world use cases that demonstrate how Denodo can be used to solve specific data management challenges.
  • Denodo Customer Stories: Case studies and success stories from customers who have implemented Denodo in their organizations.
  • Denodo Sandbox: A virtual sandbox environment where users can try out Denodo without having to install or configure anything.
  • Denodo Support: A comprehensive support portal that provides access to product experts, knowledge base articles, and other resources.

FAQ

Frequently asked questions regarding Denodo include:

  • Q: How does Denodo compare to traditional data integration tools?
    A: Denodo's data virtualization approach offers several advantages over traditional data integration tools, such as reduced costs, improved agility, and simplified data management. Traditional data integration tools require data replication, which can be expensive and time-consuming. Denodo's data virtualization approach eliminates the need for data replication, which can save organizations a significant amount of money. Additionally, Denodo's data virtualization layer provides a unified view of all data, regardless of its location, format, or structure. This makes it easier for organizations to access and integrate data from disparate sources.

  • Q: What are the benefits of using Denodo?
    A: Denodo offers a number of benefits to organizations, including: Reduced costs: Denodo can help organizations reduce costs by eliminating the need for data replication and ETL processes. Improved agility: Denodo's data virtualization approach makes it easier for organizations to access and integrate data, which can improve agility and enable faster decision-making. Simplified data management: Denodo's data virtualization layer provides a unified view of all data, which can simplify data management and make it easier for organizations to find and use the data they need. Increased data quality: Denodo can help organizations improve data quality by providing data cleansing and data governance capabilities.

  • Q: What are the use cases for Denodo?
    A: Denodo can be used for a variety of use cases, including: Data integration: Denodo can be used to integrate data from disparate sources, such as on-premises databases, cloud applications, and big data platforms. Data virtualization: Denodo can be used to provide a virtual view of data, which can simplify data access and integration. Data governance: Denodo can be used to enforce data governance policies, such as data lineage and data masking. Data quality: Denodo can be used to improve data quality by providing data cleansing and data profiling capabilities. Master data management (MDM): Denodo can be used to create a master data store (MDS) for a particular entity, such as customers or products.

  • Q: Who are some of Denodo's customers?
    A: Denodo has a large and diverse customer base, including Fortune 500 companies, government agencies, and educational institutions. Some of Denodo's notable customers include Coca-Cola, Bank of America, FedEx, and the US Department of Defense.

  • Q: What is the future of Denodo?
    A: Denodo is a rapidly growing company, and it is well-positioned for continued growth in the future. The data virtualization market is expected to grow significantly in the coming years, and Denodo is a leader in this market. Additionally, Denodo is investing in new technologies, such as artificial intelligence (AI) and machine learning (ML), which will help it to further differentiate itself from its competitors.