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Automation Anywhere AI Agent vs Fireworks AI comparison

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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
Sponsored
Ranking in AI Finance & Accounting
2nd
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
668
Ranking in other categories
Business Process Management (BPM) (2nd), Robotic Process Automation (RPA) (2nd), Process Mining (1st), Intelligent Document Processing (IDP) (1st), Agentic Automation (1st), Business Orchestration and Automation Technologies (2nd), AI Legal & Compliance (1st), AI Procurement & Supply Chain (1st)
Automation Anywhere AI Agent
Ranking in AI Finance & Accounting
7th
Average Rating
7.4
Number of Reviews
3
Ranking in other categories
AI Data Analysis (36th), AI Customer Support (16th), AI Sales & Marketing (14th), AI Content Creation (7th)
Fireworks AI
Ranking in AI Finance & Accounting
4th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
10
Ranking in other categories
AI Development Platforms (6th), AI Software Development (19th), AI Research (7th)
 

Featured Reviews

Venkat Sivaprakash - PeerSpot reviewer
Management Consultant at Accenture
Has significantly improved document-driven workflows and reduced processing time across finance and HR functions
Automation Anywhere has evolved significantly and upgraded itself to provide agentic AI and AI-based automation solutions for document automation. The product has matured considerably over time. We can create workflows that can call an API. We can include prompts in particular workflows for ChatGPT-related functions, connecting to an LLM and RAG to perform tasks. For document automation, modern features are available to train documents, ensuring high accuracy and repeatability over time. The system is very easy to use. I recently completed a course in document automation, typically designed for people involved in coding and technical aspects. Though I understand coding comprehensively, I don't do actual coding. The course was very accessible. Currently, extensive coding isn't necessary due to the hybrid model incorporating GenAI aspects, low-code, no-code capabilities, APIs, and numerous pre-built objects in Automation Anywhere. The features include GenAI-driven prompting methods and workflow creation capabilities. In these workflows, we can create decision boxes and call APIs without coding. We simply pull objects, drop them, connect them, and add minimal coding when needed. The most crucial aspect isn't coding but rather sizing the automation and fleshing out the details. Automation Co-pilot takes notes and performs automated analysis. It can extract details from videos, summarize conversations, and provide detailed information. During calls, it identifies instructions and performs tasks such as preparing reports and reconciliation. Automation Anywhere can also connect with Microsoft Co-pilot. Through Co-pilot, real-time operations can be executed, allowing direct interaction between vendors and automation through this component.
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.
M김
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
Automation has accelerated agent workflows and now needs broader connections for enterprise data
In the current function calling, if Fireworks AI could be added as part of our RAG system not only with the function calling we are using now but also with a variety of other connections, then an even better situation would be possible. Fireworks is based on tool calling, so it needs to add more different kinds of connections to enable faster data retention and optimization. Although multiple optimal optimization or measurement methodologies for using LLMs are being discussed, when using them inside enterprises, the main thing is actually measuring work handling capability or work processing speed. Based on that, and also through what might be called interviews with business-side staff, we measured the speed improvements in a somewhat indirect manner.

Quotes from Members

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

Pros

"Automation Anywhere has and continues to help us deliver multiple complex and very complex use cases in record time."
"We have saved customers 400% in terms of time saved by implementing this product."
"Automation Anywhere has helped in automating business processes for simple to complex business cases and also helped in understanding, learning, and discovering new automation ideas."
"We have increased our productivity internally by using RPA with our employees who are completing the same tasks every day."
"Object cloning with an option to enter wildcard selection was very useful when working in a web application that generated dynamic HTML content."
"The vision and the journey Automation Anywhere is on is phenomenal."
"While RPA is the cutting-edge technology to bring digital transformation, the RPA as a service will reduce costs and increase efficiency with ease of deployment, less maintenance, and cheaper upgrade costs."
"We have automated every finance-based operation, from collections to invoice processing, and it has streamlined many manual processes, eliminating errors and inefficiencies while allowing us to introduce metrics so we can generate operational reports and improve our overall business."
"I feel Automation Anywhere AI Agent is better than Blue Prism in that specific context."
"Since all three benefits are achieved—accuracy, efficiency, and cost saving—the business impact and dollar impact is really high."
"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."
"Fireworks AI has positively impacted my organization by helping my productivity go up."
"Fireworks AI has helped our organization by enabling us to create a platform for artists to sell their art styles."
"Fireworks AI has impacted us positively as it helps in offering us access to the open-source models by advancing fine-tuning options, a massive library where we can get information from the database that we can use in line with our company policy."
"Fireworks AI has positively impacted our organization by increasing our AI response time by twenty to fifty percent, as we now have AI agents and AI features that return answers twenty to fifty percent faster."
"Fireworks AI has positively impacted our organization by making our AI features feel more production-ready instead of experimental."
"<p>The inference itself works fine, with reasonable model breadth and speed, and my problem is entirely with billing, not the underlying technology.</p>"
"Based on my exploration so far, I find that Fireworks AI offers a platform where I can run and build my own AI models, which I consider to be the best feature."
"After introducing Fireworks AI's high-speed inference engine, I found that communication speed between agents was about twice as fast as before."
 

Cons

"Automation Anywhere could assist in this transition."
"When I change the name of a variable in the Variable Manager, I would really like it to change in the code."
"IQ Bot does have some limitations."
"For any tool, we have to consider that the evolving AI space is rapidly changing, and I believe Automation Anywhere can enhance its offerings to keep pace with developments in the AI sector, which presents a lot of room for improvements, but overall it is working well for us."
"Sometimes, in Automation Anywhere, the recording process takes longer when capturing tasks on websites or applications, and there can be internal errors."
"The A2019 in early releases had been quite unstable to our experience."
"It would be really good if they could give more priority to tickets which are raised by partners. Right now, Automation Anywhere customers and employees have higher priority."
"The initial setup is difficult because Automation Anywhere does not have a GitHub integration. They need to build a patch for that."
"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."
"Based on my exploration so far, I find that it is too early to judge any improvements or negative aspects of Fireworks AI, as I am still in the exploration phase."
"Fireworks AI could be improved, as documentation could be clearer in some areas, especially around advanced configs."
"When using the API, it does not return information about the charges for image generation, which would be useful for our solution."
"In the current function calling of Fireworks AI, I am using it as one part of my RAG system. If Fireworks AI could be enhanced not only with the function calling I currently use, but also by adding a variety of other connections, then I think it would lead to an even better situation."
"<p>Receiving a $40,000 bill out of nowhere, for usage I never knowingly incurred and which my own dashboard does not reflect, has been an extremely stressful experience.</p>"
"I think Fireworks AI should improve in fair pricing, whereby sometimes you get charged highly and other times you get charged at a lower value, so they need to work on the pricing to make it transparent and uniform."
"One of the things that could improve Fireworks AI is the cost, which I think is really expensive."
"The only challenge is that Fireworks AI is not a ready-made business application; you have to customize it to suit your organization's taste, and it lacks a user-friendly dashboard, making it very difficult to grasp."
 

Pricing and Cost Advice

"Costs savings have been seen by employing bots for multiple shifts instead of people."
"If you are looking into Automation Anywhere, get the Community Edition and play with it."
"It's cheapest among the competition, although bargaining is a must."
"We have reduced our headcount, approximately 200 to 300 employees, by eliminating manual, repetitive work. It provides profit to the business."
"Our annual licensing costs are around $100,000 a year."
"Price is where I'm least satisfied. Other vendors are more willing to offer discounts."
"Currently, it stands as one of the more expensive RPA tools available."
"My only suggestion in terms of pricing is very generic and that is to consider that as much as RPA saves cost and does automation, please get a realistic estimation done on whether you are really achieving any ROI over your investment with RPA."
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Top Industries

By visitors reading reviews
Outsourcing Company
14%
Comms Service Provider
12%
Financial Services Firm
11%
Manufacturing Company
11%
Construction Company
30%
Outsourcing Company
16%
Manufacturing Company
13%
Comms Service Provider
10%
Outsourcing Company
11%
University
10%
Comms Service Provider
9%
Educational Organization
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business162
Midsize Enterprise86
Large Enterprise565
No data available
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise3
Large Enterprise2
 

Questions from the Community

How good is Automation Anywhere for RPA processes?
It depends on your use case. Is it simply to automate a couple of processes? Is it to augment a human team? AA is ver...
How good is Automation Anywhere for RPA processes?
From my experience using AA tool, it depends on the applications that you want to automate, because there some applic...
How good is Automation Anywhere for RPA processes?
It is a highly preferred RPA tool. You can check my Automation Anywhere Review to know more.
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 differe...
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,...
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 ...
What is your experience regarding pricing and costs for Fireworks AI?
Be extremely cautious. Although it is marketed as 'Pay-As-You-Go,' there are no spending caps, no threshold alerts, a...
What needs improvement with Fireworks AI?
Billing transparency and safeguards are urgently needed. A product sold as 'pay-as-you-go' should never produce a sur...
 

Also Known As

Automation Anywhere, Testing Anywhere, Automation Anywhere Enterprise, Agentic Process Automation System (Now Certified for WorkSpaces)
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No data available
 

Interactive Demo

 

Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
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Find out what your peers are saying about Automation Anywhere AI Agent vs. Fireworks AI and other solutions. Updated: September 2026.
920,336 professionals have used our research since 2012.