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47Lining Enterprise PaaS- Adoption Catalyst 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

47Lining Enterprise PaaS- A...
Ranking in AWS Marketplace
19th
Average Rating
8.0
Number of Reviews
2
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 47Lining Enterprise PaaS- Adoption Catalyst is 0.3%, 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 (%)
47Lining Enterprise PaaS- Adoption Catalyst0.3%
Voyage AI0.2%
Other99.5%
AWS Marketplace
 

Featured Reviews

Tassavour Shaikh - PeerSpot reviewer
Network Security Engineer at Digitaltrack
Guided onboarding has accelerated user adoption and provides clear insights into workflow usage
47Lining Enterprise PaaS- Adoption Catalyst's best features include in-app guidance, user adoption analytics, workflow automation support, customizable onboarding experiences, and detailed usage insights. The onboarding experience with 47Lining Enterprise PaaS- Adoption Catalyst stands out because users receive contextual, step-by-step guidance directly within the application. The most valuable feature is the in-app walkthroughs, which reduce the time it takes to complete tasks correctly on the first attempt. The platform is easy to configure, provides user adoption metrics, and helps improve user management without requiring extensive training resources. 47Lining Enterprise PaaS- Adoption Catalyst has positively impacted my organization by improving user adoption, reducing training effort, and helping employees become productive more quickly when using new applications and workflows.
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

"It significantly sped up our AWS adoption by reducing setup time for new environments and improving consistency across deployments."
"47Lining Enterprise PaaS- Adoption Catalyst has positively impacted my organization by improving user adoption, reducing training effort, and helping employees become productive more quickly when using new applications and workflows."
"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."
"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."
 

Cons

"It could be improved with better documentation for advanced use cases and more flexibility in customizing deployment templates for unique project requirements."
"47Lining Enterprise PaaS- Adoption Catalyst could be improved with more advanced reporting, greater customization of user journeys, and additional third-party integration options."
"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
37%
Outsourcing Company
30%
Comms Service Provider
7%
Healthcare Company
6%
Construction Company
52%
University
6%
Outsourcing Company
6%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What needs improvement with 47Lining Enterprise PaaS- Adoption Catalyst?
It could be improved with better documentation for advanced use cases and more flexibility in customizing deployment templates for unique project requirements.Stronger integration with third-party ...
What is your primary use case for 47Lining Enterprise PaaS- Adoption Catalyst?
Our main use case for 47Lining Enterprise PaaS- Adoption Catalyst is accelerating cloud platform adoption by helping us streamline onboarding of enterprise workloads. We primarily use it for AWS ad...
What advice do you have for others considering 47Lining Enterprise PaaS- Adoption Catalyst?
The AI capabilities in 47Lining Enterprise PaaS- Adoption Catalyst appear to have appropriate governance and security controls for enterprise use, with role-based access and auditability features t...
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...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about 47Lining Enterprise PaaS- Adoption Catalyst vs. Voyage AI and other solutions. Updated: June 2026.
909,948 professionals have used our research since 2012.