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GE Proficy Smart Factory MES vs Voyage 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:
 

Categories and Ranking

GE Proficy Smart Factory MES
Ranking in AWS Marketplace
13th
Average Rating
8.4
Number of Reviews
7
Ranking in other categories
No ranking in other categories
Voyage AI
Ranking in AWS Marketplace
101st
Average Rating
7.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of GE Proficy Smart Factory MES is 0.2%, up from 0.1% compared to the previous year. The mindshare of Voyage AI is 0.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
GE Proficy Smart Factory MES0.2%
Voyage AI0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Yulianto Artawan - PeerSpot reviewer
Field Services Engineer at Tetrapak
Trend analysis has improved troubleshooting and program testing for accurate, reliable outputs
The features I appreciate most in GE Proficy Smart Factory MES are the ability to create trends when I troubleshoot during my daily work. I can also edit the program in GE Proficy Smart Factory MES, and before I download it to the PLC, I can test it first to ensure my program is working correctly. GE Proficy Smart Factory MES has been very useful in my daily work because it is user-friendly. I can also go online and change the IP address easily, which is simpler compared to other solutions. Troubleshooting with GE Proficy Smart Factory MES is easier than other options.
Chirag Morajkar - PeerSpot reviewer
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Automation workflows have transformed resume screening and document chat into accurate, low-cost flows
Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced. I felt this need while using Voyage AI. I recognize that it is still growing, which is acceptable for a user like me, but enhancing documentation would greatly help developers or technical personnel. One more improvement could be native integration. For example, when using Voyage AI through make.com, which is an automation platform I regularly use, integration is possible only through APIs. This requires more time for setup and handling configurations. If Voyage AI had a native integration with make.com, similar to how OpenAI's ChatGPT operates, it would streamline the onboarding process very effectively. Other improvements needed for Voyage AI include enhanced documentation, native integration, and potentially video tutorials for each model or feature that they add. Short videos could significantly aid developers who might be lost or unfamiliar with updates since staying up to speed can be challenging.

Quotes from Members

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

Pros

"GE Proficy Smart Factory MES has positively impacted my organization, as the production has gone up to 33% in the financial year that they introduced the MES system and we upgraded the systems."
"GE Proficy Smart Factory MES positively impacts my organization by providing a tool for real-time production that utilizes our time in various ways, enabling us to gather all data on one page."
"With GE Proficy Smart Factory MES, it has affected daily operations by making it a lot easier for them, taking a little bit of load off of their paperwork, but also allowing the customer to really see what is going on and see where they can make some improvements."
"GE Proficy Smart Factory MES has positively impacted my organization in many ways, for example, what we used to accomplish in a day as production has increased quite a bit, and our performance and quality of products have also improved, leading to a noticeable increase in OEE."
"GE Proficy Smart Factory MES facilitates improved data capture, processing, and reporting across organizational levels, from supervisory to managerial to business levels."
"I have seen a return on investment from using GE Proficy Smart Factory MES, as it enhanced productivity, leading to an increase in the number of parts manufactured, which resulted in good revenue generation for the business."
"The hardware of GE Proficy Smart Factory MES is very strong, and the software is very easy and useful for me."
"I have significantly increased my outputs around 60-70%, making them much more accurate than before, and the context and semantic meaning have increased substantially."
"The best feature Voyage AI offers is its text embedding, whose quality is very good and crucial, and I think Voyage AI has excelled in text understanding and contextual comprehension."
"Voyage AI has improved time, manual efforts, and employee satisfaction, and for this type of use case, Voyage AI is the best option available because the time it takes for answering questions reduces, employees no longer need to raise many tickets for simple queries, and it provides an answer in a single question and a single click without waiting for HR to respond."
 

Cons

"I think GE Proficy Smart Factory MES can be optimized better, specifically regarding the application right and the backup."
"Customer support for GE Proficy Smart Factory MES gives quick results sometimes, but there are delays at times, so I would appreciate quicker responses from their end."
"What I wish was easier or better with GE Proficy Smart Factory MES are some custom extensions in regards to third-party code that integrates into it, making it more of a faceplate and something easier to populate with a single tag number."
"GE Proficy Smart Factory MES should be a bit easier to customize."
"Improvements in GE Proficy Smart Factory MES should focus on enhancing the user interface for thick client displays."
"I think you could add more password protection inside GE Proficy Smart Factory MES."
"In terms of how GE Proficy Smart Factory MES can be improved, I believe one key area is the connectivity on the shop floor."
"I have not been frustrated with Voyage AI, but some enterprises will not share their data because they keep their data within their own infrastructure."
"Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced."
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Top Industries

By visitors reading reviews
Construction Company
30%
Manufacturing Company
21%
Healthcare Company
10%
Comms Service Provider
4%
Construction Company
52%
University
6%
Outsourcing Company
6%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise8
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for GE Proficy Smart Factory MES?
As for my experience with pricing, setup cost, and licensing for GE Proficy Smart Factory MES, I did not have to charge for that, so I was the integrator.
What needs improvement with GE Proficy Smart Factory MES?
As for how GE Proficy Smart Factory MES can be improved, I cannot speak to that at the moment with how I have implemented it on the field. What I wish was easier or better with GE Proficy Smart Fac...
What is your primary use case for GE Proficy Smart Factory MES?
My main use case for GE Proficy Smart Factory MES is for recipes and batch executions. When using GE Proficy Smart Factory MES for recipes and batch executions, it depends on the customer process, ...
What is your experience regarding pricing and costs for Voyage AI?
My experience with costing information, overall it is good as for as now. We got free tokens around 200 million at start. we paid approximately $0.12 per million tokens depending on the model. It i...
What needs improvement with Voyage AI?
Voyage AI's SDK support is limited to Python and JavaScript, so teams using other languages need custom wrappers to integrate it. Rate limiting also feels outdated, requiring manual static wait per...
What is your primary use case for Voyage AI?
My main use case for Voyage AI is converting text into embeddings so that it can be searched efficiently. I can provide a specific example of how I use Voyage AI for text-to-embedding through Retri...
 

Overview

Find out what your peers are saying about GE Proficy Smart Factory MES vs. Voyage AI and other solutions. Updated: June 2026.
909,948 professionals have used our research since 2012.