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Adaptive Data Security Platform vs Airbyte Cloud 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

Adaptive Data Security Plat...
Average Rating
7.0
Reviews Sentiment
7.0
Number of Reviews
2
Ranking in other categories
Access Management (24th), Data Masking (22nd)
Airbyte Cloud
Average Rating
8.0
Reviews Sentiment
5.7
Number of Reviews
8
Ranking in other categories
Data Integration (44th), Cloud Data Integration (24th)
 

Mindshare comparison

Adaptive Data Security Platform and Airbyte Cloud aren’t in the same category and serve different purposes. Adaptive Data Security Platform is designed for Access Management and holds a mindshare of 0.3%.
Airbyte Cloud, on the other hand, focuses on Cloud Data Integration, holds 0.7% mindshare.
Access Management Mindshare Distribution
ProductMindshare (%)
Adaptive Data Security Platform0.3%
Microsoft Entra ID12.1%
Okta Platform11.1%
Other76.5%
Access Management
Cloud Data Integration Mindshare Distribution
ProductMindshare (%)
Airbyte Cloud0.7%
AWS Glue7.6%
Informatica Intelligent Data Management Cloud (IDMC)6.7%
Other85.0%
Cloud Data Integration
 

Featured Reviews

Edwin Nderitu - PeerSpot reviewer
BI Analyst at Zoho
Adaptive data controls have protected sensitive records and now need stronger AI-driven triage
Some of the best features Adaptive Data Security Platform offers include automated sensitive data discovery, which relies on machine learning to automate crawling of unstructured repositories and map and classify data assets. Automated Sensitive Data Discovery and mapping have greatly helped by structuring unstructured repositories and data. Additionally, a behavioral anomaly detection feature is greatly used in most financial customers. Adaptive Data Security Platform has positively impacted the organization by enabling dynamic elevation of friction instead of completely blocking a user, which might disrupt operations. Adaptive Data Security Platform has greatly saved time and improved compliance, also helping to gain trust from customers.
ParthasarathyT - PeerSpot reviewer
Senior Associate Infrastructure at Publicis Sapient
Centralized data pipelines have reduced costs and now power faster analytics and reporting
The best features Airbyte Cloud offers include the centralization of data for analytics by combining data from SaaS tools, databases, and APIs into one place. It enables production models, BI reporting, and ML use cases. Airbyte Cloud has a huge connector ecosystem with over 600 connectors across SaaS tools, databases, apps, and platforms that can be integrated. Faster integration requires less engineering work. Automation and reliability are significant features, allowing me to schedule syncs daily with auto-retry, logging, and alerting capabilities. Incremental updates such as CDC for efficiency are available. Airbyte Cloud is a managed cloud solution with no infrastructure worries, as everything is managed. It is customizable, and the significant difference is that we have full control. It is also more cost-effective than competitors.Airbyte Cloud has positively impacted my organization by reducing the manpower required for managing the underlying resources of a data sync. It directly performs the job that a database engineer would do by managing a huge connector ecosystem with over 600 connectors across SaaS tools and databases, enabling faster integration. Whenever new data arrives, it automatically syncs to the destination source without requiring any engineer to manually copy or replicate the data. This approach helps our organization significantly.

Quotes from Members

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

Pros

"The best features Adaptive Data Security Platform offers include real-time monitoring and AI-driven capabilities, which stand out."
"Adaptive Data Security Platform has greatly saved time and improved compliance, also helping to gain trust from customers."
"Airbyte Cloud has impacted us very positively in the perspective of faster time to data for analytics teams."
"Since using Airbyte Cloud, we save approximately seventy to seventy-five percent of the time our data team was spending on manual data preparation."
"The best features Airbyte Cloud offers are the pipelines we are building, which are seamless and just a drag and drop, no-code, low-code platform."
"One significant benefit for us is reducing the amount of custom pipeline maintenance."
"Airbyte Cloud has positively impacted my organization by reducing the manpower required for managing the underlying resources of a data sync."
"Airbyte Cloud has positively impacted our organization because we were looking for multiple products and ended up choosing Airbyte because it is easy to use and set up."
"Airbyte Cloud has positively impacted our organization by being very helpful and speeding up our work environment."
"My advice to others considering Airbyte Cloud is that they should use it because it is very helpful and saves a lot of time in managing day-to-day tasks."
 

Cons

"A return on investment has not yet been seen with Adaptive Data Security Platform because it is unclear if it will even be used; it is still a very early phase."
"I think Airbyte Cloud can be improved by adding more connectors and more customizable connectors."
"I give it an eight because of error messages. If they solve some error messages, that would help significantly."
"Though Airbyte Cloud is a mature product, there is room for improvement. One limitation is that a sync being marked successful does not necessarily mean the data is correct."
"Airbyte Cloud can be improved because it looks good so far, but based on the AI coming, they have to catch up with AI agents."
"My suggestion for improvement would mainly be around areas that could be enhanced: error debugging depth in the UI, more granular visibility into why a sync failed, and better handling or guidance around schema changes when they happen frequently in source systems."
"Airbyte Cloud could be improved because the documentation and setup manual are quite limited."
"Airbyte Cloud does have some limitations, particularly in terms of connector quality, as it varies, and not every connector has the same maturity level since many are community-driven."
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Top Industries

By visitors reading reviews
Construction Company
50%
Comms Service Provider
8%
Educational Organization
6%
Financial Services Firm
4%
Construction Company
31%
Comms Service Provider
10%
Manufacturing Company
9%
Consumer Goods Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business7
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Adaptive Data Security Platform?
There are no thoughts on pricing, setup cost, and licensing for Adaptive Data Security Platform because the IT team handles that.
What needs improvement with Adaptive Data Security Platform?
Improvements in AI analytics and proactive security are hoped for once Adaptive Data Security Platform is fully implemented.
What is your primary use case for Adaptive Data Security Platform?
Adaptive Data Security Platform is used for testing possible infrastructure security. Adaptive Data Security Platform has only been running in test environments to evaluate products. Adaptive Data ...
What is your experience regarding pricing and costs for Airbyte Cloud?
My experience with pricing, setup cost, and licensing was good.
What needs improvement with Airbyte Cloud?
Airbyte Cloud does have some limitations, particularly in terms of connector quality, as it varies, and not every connector has the same maturity level since many are community-driven. Additionally...
What is your primary use case for Airbyte Cloud?
My main use case for Airbyte Cloud is to move data automatically from multiple source systems into a centralized data platform for analytics, reporting, AI, and business intelligence. Airbyte Cloud...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Microsoft, Okta, One Identity and others in Access Management. Updated: May 2026.
900,747 professionals have used our research since 2012.