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Amplitude vs Automation Anywhere AI Agent 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

Amplitude
Ranking in AI Data Analysis
5th
Average Rating
8.6
Reviews Sentiment
5.3
Number of Reviews
11
Ranking in other categories
Customer Data Analysis (1st), Web Analytics (1st), Mobile Marketing and Advertising (1st), User Activity Monitoring (4th), AI Customer Experience Personalization (4th)
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)
 

Featured Reviews

Saurav Bhattacharjee - PeerSpot reviewer
Senior Business Analyst at Arcteryx
Empowers teams to build visualization-rich reports and make faster decisions using historical user behavior data
I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years. I am not sure whether it was my organization paying for lower retention or not, but having historical data would take away the reliance on Tableau. Secondly, reconciling clickstream data with Databricks or other AWS systems could help analysts spend less time verifying the accuracy of both sources, which would be really helpful. Lastly, a more focused approach on error logs is necessary. I have found that, at least with Intuit, we used Splunk more for error logs than Amplitude. Although Amplitude had the capability, developers seemed to prefer Splunk, so if that could be improved, it would be good.
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.

Quotes from Members

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

Pros

"Amplitude has impacted my organization positively in a huge way, as everyone uses it to gain insights into user behavior before implementing new features, which leads to massive positive change, data-driven development, lots of learning, and encouragement to use Amplitude in daily work for everyone in the company, not just analysts."
"We can create charts and bar charts for visualization purposes and check real-time data with the solution."
"Other areas like cohort analysis, defining key events, and user properties were also well-suited for Amplitude. It is an easy tool to use."
"Amplitude offers flexibility in real-time data analysis, allowing users to make immediate decisions."
"Amplitude has provided a return on investment, helping us improve campaign targeting and raising personalization accuracy by almost twenty-five percent, while saving us a lot of time since I can see the analysis as quickly as possible in the dashboard, resulting in significant time and money saved."
"Amplitude is a perfect product that will always fulfill all the data-related needs that your company has, and I would suggest anyone to go for it."
"Amplitude has provided almost instant value to our dev team when they are deploying new trackable events and seeing how those events line up before they go out to production."
"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."
"Since all three benefits are achieved—accuracy, efficiency, and cost saving—the business impact and dollar impact is really high."
"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."
 

Cons

"The visualization of the properties can also be enhanced. Basically, the visualization could be better, and the real-time analytics can be enhanced."
"We attempted to use their screen recording and session recording capabilities as a replacement for a previous vendor, and we found that the functionality they offered did not stack up to the previous vendor."
"Setting up reports in Amplitude was challenging for me as a newer user."
"I choose nine because, lately, when I was using it, the more people wanted to improve, the more complex things got—not in a good way, but confusing."
"Regarding how Amplitude can be improved, I think that dashboards and charts are ephemeral; people often create dashboards but rarely revisit them, so while a handful of dashboards might survive, the real value lies in the insight derived from them."
"We have seen tagging issues with Amplitude in rare scenarios, which can be improved."
"The free features in Amplitude Analytics need enhancement."
"Amplitude could be improved by being cheaper."
"The implementation cost even for a POC was very high, and that was a pain for all the customers."
"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."
 

Pricing and Cost Advice

"Pricing is a little on the higher end, especially when considering scalability."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
13%
Insurance Company
10%
Computer Software Company
9%
Comms Service Provider
6%
Construction Company
49%
Computer Software Company
8%
Religious Institution
6%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
No data available
 

Questions from the Community

What needs improvement with Amplitude?
Amplitude can be improved by allowing more than a two-year look back window for most analyses. Usually, all they offer is that two-year look back window, and longer form time series analysis seems ...
What is your primary use case for Amplitude?
Amplitude is our main product insights system, and it allows us to view the activity on our website and quantify certain KPIs about how users interact with the site. We measure things such as month...
What advice do you have for others considering Amplitude?
I chose a rating of nine out of ten because Amplitude has virtually every functionality that we need except for the aforementioned lack of long form time series analysis, and their pricing is often...
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...
 

Also Known As

ClearBrain
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Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
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Find out what your peers are saying about Amplitude vs. Automation Anywhere AI Agent and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.