Ab Initio Co>Operating System vs Rivery comparison

Ab Initio and Rivery are both solutions in the Data Integration category. Ab Initio is ranked #27 with an average rating of 8.3, while Rivery is ranked #22 with an average rating of 7.8. Ab Initio holds a 1.2% mindshare in DI, compared to Rivery’s 0.6% mindshare. Additionally, 83% of Ab Initio users are willing to recommend the solution, compared to 100% of Rivery users who would recommend it.

Ab Initio Co>Operating System

Read 5 Ab Initio Co>Operating System reviews

2,651 Views
1,697 Comparison Views

83% willing to recommend

Rivery

Read 8 Rivery reviews

1,292 Views
853 Comparison Views

100% willing to recommend

Ab Initio Co>Operating System

Rivery

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 19, 2024

Ab Initio Co>Operating System and Rivery compete in the data integration and management space. Rivery often takes the lead due to its cloud-native architecture and advanced features.

Features: Ab Initio Co>Operating System offers scalable, high-performance data processing, complex data transformation capabilities, and robust legacy system integration. Rivery features a cloud-native architecture, real-time data pipeline management, and superior handling of modern data workloads.

Ease of Deployment and Customer Service: Ab Initio Co>Operating System requires longer deployment cycles due to its on-premises nature and complex configurations but provides comprehensive customer support. Rivery offers a fast cloud-based deployment model with responsive customer service, attracting those needing quick setups with minimal maintenance.

Pricing and ROI: Ab Initio Co>Operating System involves a significant initial cost with satisfactory long-term ROI due to its performance. Rivery uses a subscription-based model, resulting in lower immediate costs and predictable expenses, offering favorable ROI with a scalable and budget-friendly approach.

To learn more, read our detailed Ab Initio Co>Operating System vs. Rivery Report (Updated: January 2026).

Buyer's Guide

Ab Initio Co>Operating System vs. Rivery

January 2026

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Helped 881,733 peers since 2012

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

Ab Initio Co>Operating System

Ranking in Data Integration

27th

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Workload Automation (18th)

Rivery

Ranking in Data Integration

22nd

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Migration Tools (3rd), Cloud Migration (11th), Cloud Data Integration (15th)

Mindshare comparison

As of February 2026, in the Data Integration category, the mindshare of Ab Initio Co>Operating System is 1.2%, down from 1.3% compared to the previous year. The mindshare of Rivery is 0.6%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Market Share Distribution
Product	Market Share (%)
Rivery	0.6%
Ab Initio Co>Operating System	1.2%
Other	98.2%

Data Integration

Featured Reviews

AlejandroMosso

Senior Solutions Architect at IDS Comercial

Enables creation of sophisticated applications with powerful parallelism and quick, effective support

The most valuable features of Ab Initio Co>Operating System are its performance and the ability to implement parallelism. There are three kinds of parallelism in Ab Initio Co>Operating System, which allow us to create very sophisticated solutions for almost any kind of application. This parallelism is one of the strongest features. Additionally, its scalability offers a unique way to escalate applications that differs from other technologies. In terms of data processing, the emphasis is on understanding the data. Data profiling is fundamental, and Ab Initio Co>Operating System integrates tools to perform this within the GDE, as well as specialized products for this purpose. Data profiling graphs can be implemented when necessary to understand the data sources.

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Anup Dhungel

CDL at Ycotek

Training has boosted custom ETL scripting and now debugging complex incremental loads needs work

The best feature Rivery offers is the ability to build custom or user-defined functions. You can even develop Python scripts to perform transformations on your data frames. This flexibility allows you to implement custom requirements, making Rivery more versatile than relying solely on in-built functions. Regarding features such as the interface, scheduling, or connectors, I found that as of 2022 when I last used it, the monitoring was good, although the debugging process for custom scripts was somewhat challenging. If we encountered issues with custom-built scripts, debugging was difficult since it used to send standard errors rather than specific ones. From what I recall, monitoring worked well, and we could connect to multiple relational and other sources, which was advantageous. A few of my colleagues and I were able to earn certifications on Rivery, which motivated us, even though we could not pursue or implement Rivery project for clients. The learning experience was very valuable as we had around seven or eight resources participating in those trainings, and they were all excited to learn about this new tool for us at the time.

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Quotes from Members

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

Pros

"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."

"Ab Initio Co>Operating System excels at providing data lineage regardless of the type of data I have."

"Ab Initio Co>Operating System support is the best I have encountered."

"Co>Operating System's most valuable feature is its ability to process bulk data effectively."

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."

"Rivery has positively impacted my organization by helping me streamline my data ingestion and transformation processes, especially in combination with Snowflake."

"The solution's most valuable features are that it is quick to connect and simple to use."

"The main benefit Rivery brought to my organization was the time we were able to save on development, and by using all these automation features provided by Rivery together with integration to Snowflake, we were able to solve problems."

"Rivery has positively impacted my organization by reducing the need for a big team of data engineers and speeding up the work when we need to connect to a new data source; this can happen really fast."

"Anyone looking into using Rivery should know it is a great product."

"The process of using Rivery has worked very smoothly for me, and I found the tool very easy to use, allowing me to gain a lot of insights."

"Connects to many APIs in the market and new ones are being added all the time."

"Rivery has positively impacted my organization by enabling us to create a stable pipeline, and we can expand the variety of the data sources as we go very easily, with no worries, and with a lot of confidence in the fact that it can be done."

Cons

"Ab Initio Co>Operating System is a very expensive product."

"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."

"While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand."

"Co>Operating System would be improved with more integrations for less well-known technologies."

"Rivery can be improved by generally investing a bit more depth into the product, mainly in orchestration and specific features comparable to mature products."

"Lineage and an impact analysis or logic dependency are lacking."

"As an end user of Rivery, I would like to see it be less commercial for users."

"My experience with pricing, setup cost, and licensing was unfortunately not so good in my recent data project."

"Pricing is a little steep for smaller organizations, I would say. The product's pricing model could be a little bit better."

"The key challenges I recall were related to the incremental merging logic, which was not functioning properly."

"I think Rivery could be improved by having more analytical features inside."

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."

"I rate the tool's price as six out of ten if I consider the lowest price to be one and the highest price to be ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

31%

Computer Software Company

Healthcare Company

Insurance Company

Manufacturing Company

12%

Comms Service Provider

10%

Computer Software Company

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	1
Large Enterprise	3

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?

While Ab Initio Co>Operating System has positive attributes, I find that certain features can sometimes be difficult to understand. When I have too many import feeds opened, they can conflict wi...

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What is your primary use case for Ab Initio Co>Operating System?

The flexibility of data type and source integration for my IT ecosystem is excellent because Ab Initio Co>Operating System uses metadata, so it doesn't actually access the data; it takes the dat...

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What advice do you have for others considering Ab Initio Co>Operating System?

I have not been involved in the security access of the platform's data security features, but I know that Ab Initio Co>Operating System is very careful because it doesn't access any customer dat...

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What is your experience regarding pricing and costs for Rivery?

The tool's price can be a little steep for a small organization. I rate the tool's price as six out of ten if I consider the lowest price to be one and the highest price to be ten.

See all answers

What needs improvement with Rivery?

I don't know what could be improved in terms of what my company was used to previously or after moving over to Rivery. I have not had much experience with platforms other than Rivery. For me, Rival...

See all answers

What is your primary use case for Rivery?

My company has started to use the Rivery extract data from Hive. It is like a project management sort of program, and we started to use Rivery to get the data from there over into Mavenlink, so we ...

See all answers

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Product Reports

Buyer's Guide

Data Integration

January 2026

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Buyer's Guide

Data Integration

January 2026

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Also Known As

Co>Operating System

No data available

Overview

Ab Initio Co>Operating System offers powerful data processing capabilities, catering to big data needs with robustness and flexibility. Its architecture is designed for high performance, efficient data management, and advanced analytics, making it suitable for tech-savvy industries.

Ab Initio Co>Operating System provides an integrated platform that simplifies data processing tasks, from data validation to complex data transformations. It's engineered to handle large data volumes with efficiency, featuring an intuitive design and consistent performance. This makes it indispensable for industries requiring seamless integration and processing power, supported by tools for debugging, metadata management, and data profiling.

What are the key features of Ab Initio Co>Operating System?

Graphical Development Environment: Provides a user-friendly interface for designing data transformations.
Parallel Processing: Enables efficient handling of large datasets by leveraging parallelism.
Data Quality Management: Offers comprehensive tools for ensuring data accuracy and consistency.
Metadata Management: Facilitates easy access and management of data lineage and metadata.

What benefits and ROI should users consider?

Scalability: Easily adapts to increasing data and processing demands, minimizing additional costs.
Time Efficiency: Reduces development and processing time, enhancing productivity.
Cost Savings: Lowers operational expenses through efficient resource use.
Data Accuracy: Ensures reliable data quality, critical for decision-making processes.

In industries like telecommunications and finance, Ab Initio Co>Operating System is implemented to streamline data workflows and provide real-time analytics. Its role in these sectors involves batch processing, complex event processing, and integrating diverse sources, addressing the demands for agility and performance excellence.

Ab Initio

Rivery is a serverless, SaaS DataOps platform that empowers companies of all sizes around the world to consolidate, orchestrate, and manage internal and external data sources with ease and efficiency.

By offering comprehensive data solutions and partnering with complementary technology providers, including Google, Snowflake, Tableau, and Looker, Rivery enables data-driven companies to build the perfect ecosystems for all their data processes.

Rivery

Sample Customers

A multinational transportation company

Information Not Available

Buyer's Guide

Ab Initio Co>Operating System vs. Rivery

January 2026

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