Automation Anywhere AI Agent vs Denodo comparison

Automation Anywhere AI Agent

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Executive Summary

We performed a comparison between Automation Anywhere AI Agent and Denodo based on real PeerSpot user reviews.

Find out in this report how the two AI Data Analysis solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Automation Anywhere AI Agent vs. Denodo Report (Updated: March 2026).

Automation Anywhere AI Agent vs. Denodo

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Automation Anywhere AI Agent

Ranking in AI Data Analysis

208th

Average Rating

6.8

Number of Reviews

Ranking in other categories

AI Customer Support (78th), AI Sales & Marketing (8th), AI Content Creation (7th), AI Finance & Accounting (9th)

Denodo

Ranking in AI Data Analysis

3rd

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Integration (6th), Data Virtualization (1st), Cloud Data Integration (6th), Data Management Platforms (DMP) (3rd)

Featured Reviews

Krupesh Shah

Account Director at a tech vendor with 10,001+ employees

Automation has transformed invoice and bank processing but still needs faster setup and better integration

Automation Anywhere AI Agent could be improved in a few ways. Since I am currently working with Salesforce and I understand that to compete Automation Anywhere as a middleware product with Mulesoft or Informatica, the implementation phase needs to be quicker. The POC is always successful, but the implementation phase has to be quicker. The business needs to understand this better. Automation Anywhere should get into the business team and focus on explainability at the business level, not just a technical thing, but in the language or discussion where the business team can understand. There is clear business reasoning missing right now. The learning is strong within the process for sure, but there is limited reuse of learning across processes, which I think is very important. Simple model governance for business users is needed so that anyone should be able to use or create bots on Automation Anywhere. Right now, consultants and partners are needed in place. Additionally, Automation Anywhere should have native integrations with core platforms such as Oracle, SAPs, Salesforce, and ServiceNow. It should have out of the box integration rather than going for APIs because the deals which are not getting closed with Automation Anywhere or UIPath are purely because these organizations do not have out-of-the-box connectors available.

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Patel-Dhulva

Information Technology Manager at Lockheed Martin

Data virtualization has unified siloed sources and now supports real-time decisions

The best features Denodo offers stand out to me as the ability to develop REST web services fast and easily, create and combine new views, integrate different sources of data, and connect with other tools seamlessly. When I mention fast and easy creation of views and integration, I love the agile data provisioning and integration, where Denodo provides a comprehensive set of capabilities for implementing logical data integration, management, and delivery, which in turn enables agile data analytics and an informed decision-making process to be smooth. I also appreciate the performance optimization with AI, which improves performance optimization through the integration of artificial intelligence capabilities. Furthermore, I appreciate the unified security and governance, where it addresses the need for an organization to effectively manage security, data privacy, and data protection easily, offering a centralized platform that allows the application of governance policies and fine-grained security controls. Another feature I would add about Denodo is that it also provides a single point of control where we can establish security controls over the entire infrastructure and gain visibility into all our data assets. Denodo has positively impacted my organization as since we started using this tool, it has been very helpful because it is a huge advantage that we can connect to many different databases to provide data rapidly and accurately and also gain insights, which helps us to make data-driven decisions easily. It has proven to be a valuable environment for deploying data virtualization solutions, and its user community is active in finding and fixing issues more accurately. Through data insights from Denodo, we have been able to improve our decision making, which helps to better communication between the stakeholders thanks to the real-time experience. It also saves a lot of time.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"I feel Automation Anywhere AI Agent is better than Blue Prism in that specific context."

"By automating repetitive processes such as data entry, report generation, and transaction processing, I reduced manual effort significantly as tasks that earlier took hours now take minutes, resulting in clear time savings."

"Since all three benefits are achieved—accuracy, efficiency, and cost saving—the business impact and dollar impact is really high."

"We are now building all these checks through Automation Anywhere AI Agent which will do all the AI checks and then give the decision whether the policy is to be issued or not."

"This solution is a really good way to get all your sources organized when there are data problems and things are scattered everywhere."

"The technical team of Denodo is really good; they are very helpful, cooperative, and supportive, and they immediately helped me with whatever issue I was facing."

"If you have the business needs for data visualization which is a core technology that Denodo represents, then, I would say to go for it as the platform really works well."

"The ability to transfer data is very valuable."

"The most valuable feature in Denodo is data virtualization."

"The data abstraction is the most valuable feature."

"Overall, I would rate Denodo a nine out of ten."

"It is a go-to tool for data virtualization. The virtualization and data catalog are the features of why we chose Denodo."

More Denodo pros

Cons

"When considering weaknesses and improvements, the platform does not give us the liberty to use our own features where we can bring out creativity."

"The OCR and document understanding of Automation Anywhere AI Agent still struggle with complex and unstructured formats such as invoices with multiple layouts, poor scan quality, or handwritten fields."

"The implementation cost even for a POC was very high, and that was a pain for all the customers."

"With this product, the scalability of Denodo isn't fully up to the mark."

"We occasionally have some integration issues that we need to work through."

"Denodo shows stability concerns due to its dependency on external environments, such as JVM."

"The support is not the best and should be improved."

"I would like to see a connectivity option with third-party apps, for example, JDBC, and ODBC drivers. Currently, we need to install it separately from the Denodo side and then connect it."

"Monitoring event logs can be improved. In the newer version, there is no monitoring schedule to get event reports and properly audit the reports, and we have to manually configure data and audit events."

"Denodo can improve usage management-related aspects. The performance is very slow when we go with a large number of views and high volume."

"Monitoring event logs can be improved. In the older version, there was a monitoring schedule to get event reports and properly audit the reports. In the newer version, it is not there, and we have to manually configure data and audit events."

More Denodo cons

Pricing and Cost Advice

Information not available

"The cost for Denodo is in line with other similar products."

"For us, the cost has been okay. Also, there are no additional costs; it's just the standard licensing fee."

"Talking with my manager and others, nobody has complained about the pricing so far which is a positive sign."

"Depending on the size of the client you want to work with, it can be prohibitively expensive at times."

"The licensing charges for this solution are payable annually."

"The pricing is pretty good, and I would rate it at four out of five."

"Cost wise, on a scale from one to five, with one being the cheapest and five being the most expensive, Denodo would be at three. We get all the features in a bundle."

"The licensing should be improved, as the cost per connector is quite expensive."

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

21%

Manufacturing Company

12%

Government

Energy/Utilities Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	16
Midsize Enterprise	6
Large Enterprise	21

Questions from the Community

What needs improvement with Automation Anywhere AI Agent?

Automation Anywhere AI Agent is quite good overall, and I believe the main area for improvement is working on different OCRs to extract data properly. The OCR and document understanding of Automati...

What is your primary use case for Automation Anywhere AI Agent?

My main use case for Automation Anywhere AI Agent is to extract data from different invoices such as bills of lading, document automation, OCR extraction, and speech-to-text. In a recent project, a...

What advice do you have for others considering Automation Anywhere AI Agent?

My advice for others looking into using Automation Anywhere AI Agent is to start with a well-defined, stable process rather than a very complex one, as it works best when the process is standardize...

Does Denodo provide useful data virtualization education? Is it useful to attend their training?

If you are a Denodo user, it makes sense to undergo their training. Different types of professionals can benefit from it, including administrators, developers, and architects. If you are keen on i...

In experience, what might Denodo be lacking or need improvement on?

I like Denodo a lot. It offers quick and easy web service deployment within minutes. There are not any flaws that I think make the product less good or effective. The only thing I can point out is...

Which industries can benefit from Denodo the most?

Denodo is suitable for pretty much all sectors that deal with: Big data Cloud solutions Data governance Logical data fabric Master data management In my opinion, organizations in different fields...

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Product Reports

Automation Anywhere AI Agent

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Also Known As

No data available

Denodo for AWS

Overview

Information not available

Automation Anywhere

Denodo is a leading data integration, management, and delivery platform that uses a logical approach to enable data science, hybrid and multi-cloud data integration, self-service BI, and enterprise data services. Organizations of different sizes across various industries utilize the product to get above the data silos. The solution offers organizations the freedom to migrate data to the cloud, or logically unify data warehouses and data lakes, without affecting business. This can ultimately result in the evolution of data strategies.

The platform accelerates data provisioning through reduced data replication, provides business users the freedom to select their preferred applications, and enables consistent security and governance across multiple systems. The solution offers one of the leading logical data fabric solutions by initiating data virtualization and eliminating the complexity and exposing the data in business-friendly formats.

Denodo also offers modern data integration and management for hybrid and multi-cloud environments for Denodo Platform for Cloud. This service can be purchased through the bring-your-own-license (BYOL) option. Users seeking faster deployment can license the product to popular cloud providers, including Amazon AWS, Google Cloud Platform, and Microsoft Azure. The solution integrates, manages, and delivers data in complex environments with high performance, governance, and security. It also offers additional solutions, such as the Denodo Platform for Cloud Modernization, the Denodo Platform for Cloud Data Integration, and the Denodo Platform for Cloud Analytics, which overcome common cloud data challenges.

Denodo Features

At the beginning of 2022, version 8.0 of Denodo introduced several new key features of the platform. These include:

Scalability: Denodo can scale from departmental or project to enterprise-wide with geographically distributed nodes. It can also handle large transactional loads of users, sources, and transactions as well as analytical loads of data volumes.
Query optimizers: This feature offers advanced cost-based and source constraint-based query optimization that includes query rewrite, query delegations, data movements, and join optimization.
Intelligent caching: This feature makes full, portal, and time-based caching possible.
Fine-grained security model: This Denodo feature makes integration with external systems possible.
Monitoring and auditing: Denodo offers enterprise-grade monitoring and auditing, which allows for integration with system management products, including Tivoli, Unicenter, and HP BTO.
Development and deployment support: The product offers full lifecycle support for the development and deployment of applications, providing users with all required tools.

Denodo Benefits

Denodo offers various benefits for its users through its services. Some of the greatest advantages of using this platform include:

The solution accelerates time to market for all types of business data through its services.
Denodo provides IT agility, which helps companies respond to business-changing demands in a timely manner.
Users can decide how much data replication they want to reduce through Denodo and use the product in full control.
The solution meets the industry's security and privacy requirements by providing high-grade protection for users' data.
Users can benefit from centralized control of data query executions for complete governance and full security.
Denodo offers legacy replacement, multi-cloud deployments, and cloud migrations with minimal disruptions and a fair price.
The solution utilizes artificial intelligence (AI) and machine learning (ML) to unlock data potential for customers.

Reviews from Real Users

Naresh M., a senior application developer at a financial services firm, appreciates Denodo because it offers quick and simple web services creation.

Alisson M., a senior BigData DevOps engineer at Schaeffler, says that Denodo is great for queries and scouting data.

Sample Customers

Information Not Available

Autodesk, VHA, AAA, Sumitomo Mitsui Trust Bank, Caterpillar, European Chemical Agency, Seagate, Nationwide, Time Warner Cable, Pantex, Inditex, BNSF Railways, Vodafone, CIT Group, Jazztel, Wolters Kluwer, Telefonica, TransAlta

Automation Anywhere AI Agent vs. Denodo