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Automation Anywhere AI Agent vs Reltio Cloud comparison

 

Comparison Buyer's Guide

Executive Summary

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
179th
Average Rating
6.8
Number of Reviews
4
Ranking in other categories
AI Customer Support (76th), AI Sales & Marketing (8th), AI Content Creation (8th), AI Finance & Accounting (10th)
Reltio Cloud
Ranking in AI Data Analysis
4th
Average Rating
8.2
Reviews Sentiment
6.1
Number of Reviews
16
Ranking in other categories
Cloud Master Data Management (MDM) (2nd), AI Customer Experience Personalization (8th)
 

Featured Reviews

KS
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.
reviewer2826747 - PeerSpot reviewer
Data Domain Lead at a government with 10,001+ employees
Unified data has created trusted golden records but complex AI matching still needs clearer control
Reltio Cloud has greatly enhanced our data management, and I acknowledge there are areas where our team continues to face challenges. Specifically, the AI-based matching feature operates like a black box, making it difficult to understand why certain records are matched or not matched accurately. If there could be better visual debugging and clarity regarding why records are matched, it would significantly aid our decision-making process. The technical configuration, particularly regarding data models and rule matching, can be overly complex for business users, hence a more user-friendly approach, with simplified guidelines, would be incredibly beneficial. Additionally, data stewardship can present complexities, and clearer actions can facilitate addressing these challenges. Performance issues can arise with larger data models and numerous data sources impacting system use, hence enhancements in optimization and ready-to-use features for complex configurations are essential. Pricing can also be convoluted; therefore, a clearer cost model would aid users in comprehending the structure. While data lineage has its merits, it is complex to interpret; thus, improved visualization would greatly benefit users. Ultimately, technical complexity emerges as the primary challenge we face, revealing opportunities for improvement.

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."
"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."
"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."
"Reltio Cloud has positively impacted my organization because we were able to promote our data and sell data to our customers."
"We can store the data and enrich it from multiple sources."
"Reltio Cloud offers advantages over competitors, including a dashboard with a good amount of detail that looks significantly better than Informatica or Stibo."
"The matching feature of Reltio Cloud is highly effective compared to many other tools available. Additionally, it is almost ready to use out-of-the-box, reducing the implementation time."
"It is a scalable product, and the scalability is good. We can configure users."
"There are default limitations and considerations. For instance, Reltio can store a maximum of 200 values for a single attribute. If your data exceeds this limit, you can request Reltio support to increase the limit. However, be aware that increasing this limit may impact performance, potentially slowing down data loading times."
"The survivorship feature is great because we can define it, prioritize the sources, and only allow those sources to survive when making the golden record."
"It is very easy to learn. The"
 

Cons

"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."
"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 implementation cost even for a POC was very high, and that was a pain for all the customers."
"There is some lag in developing new features for specific business requirements. If a new feature is needed, we have to raise a request in the developer portal through the IDEA portal. This process takes time to develop, which can be a drawback when immediate business needs arise."
"The download process can be quite slow"
"We need manual data modeling and configuration to tailor the platform to our requirements."
"The solution's UI could be enhanced, and its record filtering could be expanded."
"The deployment is difficult."
"The support team is slow to respond when we need assistance with workflow deployments. We must rely on their availability and contact them to receive the required JAR files."
"What could be improved about Reltio Cloud was minimal."
"AI features should be introduced in Reltio more."
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Top Industries

By visitors reading reviews
Construction Company
49%
Computer Software Company
8%
Religious Institution
6%
Comms Service Provider
6%
Computer Software Company
13%
Financial Services Firm
11%
Manufacturing Company
10%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise13
 

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...
What needs improvement with Reltio Cloud?
In future updates of Reltio Cloud, I would like to see features such as AI for match and merge, which can create predefined AI address doctors and match and merge for customer data, easily integrat...
What is your primary use case for Reltio Cloud?
I use Reltio Cloud for customer data management, specifically for C-MDM purposes.
What advice do you have for others considering Reltio Cloud?
Reltio Cloud was not purchased through AWS Marketplace or directly from the vendor. It was already available in my company at that time, so I used the system to showcase its capabilities. What coul...
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Information Not Available
iMiDiA, Slalom, MeritDirect, Cognizant
Find out what your peers are saying about Automation Anywhere AI Agent vs. Reltio Cloud and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.