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Assembly Copilot vs Jenkins on CentOS 10 comparison

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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

Assembly Copilot
Ranking in AWS Marketplace
30th
Average Rating
9.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Jenkins on CentOS 10
Ranking in AWS Marketplace
449th
Average Rating
8.6
Number of Reviews
21
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Purva - PeerSpot reviewer
Application development senior analyst at Accenture
Automated vision checks have reduced defects and now improve throughput in hardware assembly
The best features Assembly Copilot offers include real-time operator guidance via displays, lights, and projectors, which helps to prevent any errors with automatic cycle timing and grading against ideal workflows, as well as impressive video traceability for root cause analysis. I find myself relying most on the feature that reduces rework, as it helps reduce scrap and compliance issues by intervening only when errors are imminent, improving yield and quality without slowing the operators. Assembly Copilot positively impacts my organization by providing actionable data for engineers to balance lines, identify waste, and compare performance across shifts, which accelerates process improvement.
Lucas Dantas - PeerSpot reviewer
Fullstack Developer at Not Provided
Automation has accelerated deployments and standardizes pipelines while reducing operational errors
To improve Jenkins on CentOS 10, there are some challenges we ran into, especially when we first started using it. We missed clearer documentation, both for Jenkins as code and for some environment configurations. As a result, a lot of configurations were learned manually through tests with the team. We also missed more stable plugin updates. We had many problems with incompatibility between plugin versions in Jenkins on CentOS 10. What makes those situations challenging is that we had problems starting and restarting the Jenkins on CentOS 10 application when we needed to reuse plugins from the previous version. Once we updated some plugins to the required version, others became incompatible with the current version. It became a cycle where we had to update Jenkins on CentOS 10, the versions of the plugins we used, and the versions of the plugins they depended on, which made configuration and startup quite difficult in some cases.

Quotes from Members

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

Pros

"Assembly Copilot positively impacts my organization by providing actionable data for engineers to balance lines, identify waste, and compare performance across shifts, which accelerates process improvement."
"Assembly Copilot has positively impacted my organization by allowing tasks that used to require three to four days to be completed within a day or even within a few minutes."
"The Pipeline as Code aspect I mentioned is the most useful feature for us."
"With Shared Libraries, I do not need that. I can have one controller and call it in other pipelines as well. I declare it in Jenkins, indicate the repo where it is, and any pipeline that wants to use it just needs to call that method, because when you start the build, it already loads into memory what you need to use. That is really cool."
"We are able to do things that we normally cannot do in other pipelines, such as GitHub Actions, Azure DevOps, or GitLab CI itself."
"Jenkins on CentOS 10 is the main orchestrator that currently helps us ensure, in an automated way, the quality of the product we are delivering."
"Jenkins on CentOS 10 has had a positive impact on my organization by making delivery routines easier, avoiding errors and rework."
"Previously, a feature would take one month to reach from ideation to production deployment, but now we do that within a week."
"Jenkins on CentOS 10 significantly helps my team."
"The dashboard and centralized process really help my team day-to-day by making things both easier and faster."
 

Cons

"Assembly Copilot can be improved with a clearer return of investment calculator and easier scaling across global factors to help enterprise adoption beyond early adopters."
"There are many good points about Assembly Copilot, but one thing that I feel is missing is the ability to interact using more sample data from whatever input I provide."
"I believe Jenkins on CentOS 10 could be improved by updating its interface, making it a bit more intuitive and modern."
"Regarding how Jenkins on CentOS 10 can be improved, it is not specific to CentOS 10, but Jenkins is a bit resource-intensive. It consumes significant system resources, especially if there are large codebases running or large projects running, and running it on a server does cost money."
"The plugins in Jenkins on CentOS 10, while really great because of the huge ecosystem, can also be a pain point because you never know how long they will be maintained, and there's a slight instability there; if you depend on some plugin that does an integration with some product and the plugin is not maintained anymore, you're blocked from using the product features that would integrate through the plugin, and it doesn't have high availability natively."
"In my experience with pricing, setup costs, and licensing, I found Jenkins on CentOS 10 expensive. The configuration is very burdensome, and that requirement is bad."
"Jenkins on CentOS 10 is somewhat dated when compared to other pipelines."
"Jenkins also has a simple scheme that is good but risky: you can copy the /var/lib/jenkins folder, which stores all the service data, and move it to a new server."
"I think the process of installing Jenkins on CentOS 10 in an environment could be improved in many cases."
"We missed clearer documentation, both for Jenkins as code and for some environment configurations."
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Top Industries

By visitors reading reviews
Construction Company
23%
Comms Service Provider
12%
Manufacturing Company
9%
Healthcare Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise8
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise2
Large Enterprise8
 

Questions from the Community

What is your experience regarding pricing and costs for Assembly Copilot?
Regarding pricing, setup cost, and licensing for Assembly Copilot, it has some cost, but it also reduces costs in other aspects. For example, it reduces the cost of the hiring process and the opera...
What needs improvement with Assembly Copilot?
Assembly Copilot is limited in that if the camera placement and visibility are not clear, it will not work. It also depends on the quality of training data and on process consistency. The tool has ...
What is your primary use case for Assembly Copilot?
We have been using Assembly Copilot for the last one and a half years. The main use case for Assembly Copilot is that it generally follows the defined SOP, captures videos of assembly cycles, label...
What needs improvement with Jenkins on CentOS 10?
Jenkins on CentOS 10 is somewhat dated when compared to other pipelines. I would suggest improving the build performance and using distributed agents instead of running every build on the controlle...
What is your primary use case for Jenkins on CentOS 10?
For Jenkins on CentOS 10, we are mostly using it as a CI/CD pipeline to deploy our traditional applications on our healthcare platform.
What advice do you have for others considering Jenkins on CentOS 10?
I would rate Jenkins on CentOS 10 overall as an eight on a scale of one to ten. From my perspective, Jenkins on CentOS 10 has both advantages and disadvantages. Based on that consideration, I chose...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Assembly Copilot vs. Jenkins on CentOS 10 and other solutions. Updated: October 2026.
921,523 professionals have used our research since 2012.