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Automation Anywhere vs Fireworks AI 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:
 

ROI

Sentiment score
6.7
Organizations experience time and cost savings with improved efficiency and accuracy using Automation Anywhere, achieving ROI in months.
Sentiment score
5.4
Fireworks AI boosts efficiency, cuts costs, and enhances task speed, offering improved performance and a strong ROI for businesses.
In terms of cost, we participated in projects achieving two to three million dollars in annual savings.
Software Developer at Boston Scientific
As a return on investment, we have achieved a 250% ROI in six to nine months, and sometimes it increases up to 380% percent.
Software Engineer Intern at a university with 11-50 employees
Automation Anywhere has helped us save money.
RPA Solution Architect at a computer software company with 51-200 employees
Fireworks AI's biggest return on investment comes from faster AI application performance.
ML Engineer at a energy/utilities company with 51-200 employees
 

Customer Service

Sentiment score
6.9
Automation Anywhere's support is valued for its expertise but varies in resolution speed and consistency across regions and needs.
Sentiment score
5.8
Fireworks AI offers helpful and responsive customer service, with effective support and well-structured documentation facilitating straightforward workflows.
Whenever we need help, we can reach out to them, and they help us out.
Software Developer at Boston Scientific
We also have dedicated account managers and technical experts to solve our problems related to Automation Anywhere.
Software Engineer Intern at a university with 11-50 employees
We just have to raise a ticket, after which we receive a call, email, or ping from the Automation Anywhere team.
Solution architect at Boston Scientific
Fireworks AI's documentation is well-structured and most deployment workflows are relatively straightforward and easy to understand once familiar with the ecosystem.
ML Engineer at a energy/utilities company with 51-200 employees
Responses were not super fast, but helpful enough.
FullStack Developer at EnactOn Technologies
 

Scalability Issues

Sentiment score
7.3
Automation Anywhere excels in scalable solutions, offering seamless deployment and integration while effectively handling large data volumes and expanding demands.
Sentiment score
7.5
Fireworks AI offers scalable solutions, maintaining low-latency and flexibility, ideal for seamlessly transitioning from testing to production workloads.
As we are using Microsoft Copilot for our AI agents, I look forward to integrating it with Automation Anywhere and its solutions, seeing it as a beneficial partnership as Automation progresses toward AI as the main solution.
Sr. Manager, Finance Transformation at Amkor Technology, Inc.
The centralized control room allows us to orchestrate and manage bots seamlessly.
Associate Leadership Team at a financial services firm with 10,001+ employees
I can scale it in terms of hundreds of bots and configure hundreds of parallel robots easily.
Director at a computer software company with 51-200 employees
This has become very valuable because we have production applications with unpredictable traffic spikes, making Fireworks AI the backbone of our valuable production AI applications.
ML Engineer at a energy/utilities company with 51-200 employees
It's clearly built for production workloads.
FullStack Developer at EnactOn Technologies
 

Stability Issues

Sentiment score
6.9
Automation Anywhere is generally stable, with minimal downtime and reliable performance, but stability can vary with updates and features.
Sentiment score
8.1
Fireworks AI is highly stable and reliable, consistently handling high-throughput AI workloads with minimal slowdowns or downtime.
With the latest applications, there are no significant issues like freezing or crashing.
Senior RPA Team Leader at a tech services company with 11-50 employees
From a stability and reliability perspective, we can remain confident that the product performs as an enterprise solution and meets expected standards.
Director Automation CEO at a financial services firm with 10,001+ employees
If you have good best practices, reusable code, an effective framework, and a solid development methodology, bots can be very stable.
Intelligent Automation Engineering Manager at a financial services firm with 5,001-10,000 employees
Fireworks AI performs particularly well under high-throughput AI workloads where low latency is very important for us.
ML Engineer at a energy/utilities company with 51-200 employees
We didn't face any major outages, just occasional slowdowns.
FullStack Developer at EnactOn Technologies
 

Room For Improvement

Automation Anywhere faces challenges with usability, stability, cost, support, and integration, impacting its appeal to smaller businesses.
Fireworks AI requires better documentation, integration, and pricing details to enhance usability, debugging, and onboarding efficiency for teams.
It is better to write a Python script instead of using Automation Anywhere's package when dealing with Excel because it is buggy and tends to break.
Low Code Developer at a manufacturing company with 10,001+ employees
Making the product more lightweight by reducing its dependency on infrastructure could greatly help in the long run.
Software Developer at Boston Scientific
It would be beneficial if the platform provided options for power developers to integrate seamlessly with languages like Java or C#, allowing them to write their own scripts and code.
Rpa Infrastructure Lead at a tech vendor with 10,001+ employees
Fireworks AI is based on tool calling, so I think it needs to add more other kinds of connections to enable faster data retention and optimization.
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
Needed improvements for Fireworks AI would be better examples in documentation, especially for real-world use cases.
FullStack Developer at EnactOn Technologies
Another challenge I would address is broader integrations and workflow tooling around advanced fine-tuning pipelines, which would be a great addition to Fireworks AI.
ML Engineer at a energy/utilities company with 51-200 employees
 

Setup Cost

Automation Anywhere's pricing can be high and complex, suited for large enterprises but challenging for smaller organizations.
It is more cost-efficient compared to all other RPA platforms.
AI/Robotics Process Automation Specialist at Bell
Automation Anywhere costs are aligned with UiPath and Blue Prism, which are also expensive.
Developer at a consultancy with 10,001+ employees
It is not cheap, with costs ranging between 700 to 800 dollars per month.
Director, Co-Founder & CEO at HEDEHI Solutions Pvt. Ltd.
While the pricing may feel expensive for smaller teams, the operational burden reduction and performance improvements that Fireworks AI provides make the investment justifiable.
ML Engineer at a energy/utilities company with 51-200 employees
 

Valuable Features

Automation Anywhere offers user-friendly, scalable automation with AI enhancements, low-code platform, and effective integrations, boosting productivity and efficiency.
Fireworks AI offers fast, scalable performance with efficient deployment, reduced latency, customization options, and enhanced GPU optimization for AI applications.
I can set it up to provide users with a form to fill in all required information, and then the bot operates based on those specifications.
Low Code Developer at a manufacturing company with 10,001+ employees
For example, the email module has been enhanced over the years to support all the latest authentication technologies. That is very important as we move away from username and password and embrace multi-factor authentication.
Automation Manager at a manufacturing company with 1,001-5,000 employees
Automation Anywhere has undergone drastic changes over the past five years, transitioning from version 10 to A360, including desktop-based and cloud-based options.
Solution architect at Boston Scientific
It follows standard OpenAI-compatible endpoints, which meant we could swap out models or integrate new ones without rewriting our entire service layer.
FullStack Developer at EnactOn Technologies
After introducing Fireworks AI's high-speed inference engine, I found that communication speed between agents was about twice as fast as before.
Ai스페셜리스트매니저 at a tech vendor with 501-1,000 employees
Fireworks AI's best aspect has been the inference performance and scalability, as Fireworks AI provides extremely fast response times for LLMs, which has improved the user experience for our AI applications.
ML Engineer at a energy/utilities company with 51-200 employees
 

Categories and Ranking

Automation Anywhere
Ranking in AI Finance & Accounting
1st
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
626
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)
Fireworks AI
Ranking in AI Finance & Accounting
6th
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
5
Ranking in other categories
AI Development Platforms (12th), AI Software Development (23rd), AI Research (7th)
 

Mindshare comparison

As of May 2026, in the AI Finance & Accounting category, the mindshare of Automation Anywhere is 10.7%, down from 49.9% compared to the previous year. The mindshare of Fireworks AI is 1.5%. It is calculated based on PeerSpot user engagement data.
AI Finance & Accounting Mindshare Distribution
ProductMindshare (%)
Automation Anywhere10.7%
Fireworks AI1.5%
Other87.8%
AI Finance & Accounting
 

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.
reviewer2818368 - PeerSpot reviewer
ML Engineer at a energy/utilities company with 51-200 employees
Centralized inference has boosted GPU efficiency and now powers faster AI products
Fireworks AI is an extremely strong tool in inference performance. However, initially, Fireworks AI's platform and tooling require some learning, especially for teams transitioning from traditional cloud infrastructure or self-hosted model serving. While Fireworks AI simplifies deployment significantly, understanding the settings and model configuration still requires some familiarity and a learning period. Another challenge I would address is broader integrations and workflow tooling around advanced fine-tuning pipelines, which would be a great addition to Fireworks AI. Fireworks AI's core platform is excellent, but some surrounding ecosystems are still evolving compared to more mature cloud platforms. While Fireworks AI supports open-source models very well, some custom-wise deployment might still require additional engineering work, which could have been better. Another pain point would be the pricing at scale. While Fireworks AI is excellent at the price point it offers, inference-heavy workloads with large-volume requests can become expensive over time, especially for teams starting out or for startups operating with a limited budget.
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Manufacturing Company
9%
Construction Company
8%
Computer Software Company
7%
University
13%
Computer Software Company
10%
Construction Company
8%
Comms Service Provider
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business150
Midsize Enterprise82
Large Enterprise523
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise1
 

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 very good in certain situations but lacks in others. For me, it's more the team tha...
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 applications that AA has limitations for, such as the Oracle. For web-based applicatio...
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 is your experience regarding pricing and costs for Fireworks AI?
I cannot comment on pricing or setup cost since others handle that aspect. As a developer, I primarily use the API.
What needs improvement with Fireworks AI?
When exploring the flexibility or ease of use of Fireworks AI, I find that it is too early to say, but I can say that it is easy to understand and integrates easily by following the given steps. Ba...
What is your primary use case for Fireworks AI?
My main use case for Fireworks AI is to build a chatbot and recommendation engine to recommend products to users of my application. Since I work in a QSR-based domain, I want to give recommendation...
 

Also Known As

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

Interactive Demo

 

Overview

 

Sample Customers

Google, Linkedin, Cisco, Juniper Networks, DellEMC, Comcast, Mastercard, Quest Diagnostics
Information Not Available
Find out what your peers are saying about Automation Anywhere vs. Fireworks AI and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.