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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
1st
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
660
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
9th
Average Rating
7.4
Number of Reviews
3
Ranking in other categories
AI Data Analysis (91st), AI Customer Support (42nd), AI Sales & Marketing (14th), AI Content Creation (8th)
Fireworks AI
Ranking in AI Finance & Accounting
5th
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
9
Ranking in other categories
AI Development Platforms (8th), AI Software Development (21st), AI Research (5th)
 

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

"We have already seen ROI, and we are already clocking in around 7000 hours of savings per month in terms of productivity."
"Automation Anywhere is one of the most popular RPA vendors offering powerful and user-friendly RPA capabilities to automate the business processes that are performed by humans. AA is a web-based management system that includes a control to run end-to-end automated business tasks for companies."
"Now, rather than the team going and collecting all of that information, we can have the bots do it, and that has been fantastic."
"By implementing the Automation Anywhere robot, we have reduced the FTE count and it was able to process 800 invoices per day with 100% accuracy."
"Speed is the most valuable feature. E.g., for a human, it could take around 60 minutes to create a report with a few errors. Occasionally, a person will miss something. With this bot, we can get the work done in around five minutes. So, it takes only five minutes for a report to scan and be created with fewer errors."
"Features such as MetaBot and IQ Bot are very advanced and capable as compared to reading PDFs using OCR."
"Many tasks take a long time for a person to do them. Automation Anywhere enables us to do those jobs in less time."
"Compared to before, when processing a document took around three hours, we now complete it in one to two minutes thanks to Automation Anywhere and the latest document automation technology, saving around two hours and 55 minutes per user, which is a significant saving."
"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."
"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 our organization by making our AI features feel more production-ready instead of experimental."
"Fireworks AI has a solid API and is quite easy to interact with."
"Since using Fireworks AI, being part of their startup program has resulted in significant cost savings and has helped accelerate our development timeline."
"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."
"The inference itself works fine, with reasonable model breadth and speed, and my problem is entirely with billing, not the underlying technology."
"After introducing Fireworks AI's high-speed inference engine, I found that communication speed between agents was about twice as fast as before."
"Fireworks AI has positively impacted my organization by helping my productivity go up."
"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."
 

Cons

"One of the challenges that I face every now and then while working with A2019, is around the bot agent updates. Every week/alternate weeK, I receive an error while running my bots, that asks me to update the bot agent."
"MetaBots and Control Room may have some room for improvement."
"The Web Recorder should also include a feature where the user can select what browser you want it to run since it is currently using the Internet Explorer browser as default. Some of our web-based systems are currently not compatible with Internet Explorer and can only run using Firefox or Google Chrome."
"There is a lot of scope for improvement in terms of stability. It is a concern, because right now we are close to 20 to 25 percent false negatives that are coming up."
"Automation Anywhere should improve its OCR capabilities."
"We had several issues when trying to connect the different components, due to our firewalls. They were eventually solved by our internal IT and the AA technical team."
"Custom models with advanced features can be included in the IQ Bot models for unstructured and semi-structured data."
"Automation Anywhere's UI is difficult. Its user interface can be improved."
"The implementation cost even for a POC was very high, and that was a pain for all the customers."
"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."
"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 can be improved by addressing that costs can rise at scale."
"Fireworks AI could be improved, as documentation could be clearer in some areas, especially around advanced configs."
"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."
"The customer support for Fireworks AI is average."
"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."
"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."
"When using the API, it does not return information about the charges for image generation, which would be useful for our solution."
 

Pricing and Cost Advice

"The Community Edition is a good offering from the company."
"The cloud-based version comes at an increased cost, although our clients are happy with the new features and have not complained about the pricing."
"No one is balking at the cost. They are market rates and will change, but no one is saying, "That is ridiculous or impossible." They are saying, "Show me the ROI and prove that the cost is accurate.""
"They give us a good deal on the licensing because we bundle and customize things. If you ask to get a bulk business deal, you will receive more benefit. If you take other products from the suite, like IQ Bot, you can also receive a deal on the licensing."
"Price is where I'm least satisfied. Other vendors are more willing to offer discounts."
"I think the solution's pricing is reasonable."
"If we talk about the automation RPA. it definitely has worked very well for us. I'm talking about giving good savings, about more than 180 FTE savings, after implementing more than 200 plus bots. It has worked well. As an organization, it has supported us very well, and also for our customers."
"Automation Anywhere has an advantage in terms of licensing. It is more cost-efficient compared to all other RPA platforms. It is a recommended solution when clients need a cost-efficient automation tool to perform unattended automation."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
11%
Construction Company
11%
Outsourcing Company
10%
Construction Company
35%
Outsourcing Company
12%
Manufacturing Company
12%
Comms Service Provider
9%
University
12%
Computer Software Company
9%
Outsourcing Company
8%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business157
Midsize Enterprise82
Large Enterprise558
No data available
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise4
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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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: June 2026.
909,725 professionals have used our research since 2012.