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Best DataOps Platforms - Page 2

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

DataOps platforms act as command centers for DataOps. These solutions orchestrate people, processes, and technology to deliver a trusted data pipeline to their users. DataOps platforms assemble several types of data management software into an individual, integrated environment. Data flows in a simple manner from various data sources. These platforms are used to leverage any analytical tool—from data collection to data reporting via a single integrated platform. The platform unifies all the development and operations in data workflows. DataOps platforms are used to provide the flexibility to support a vast number of existing and new tools, as they are added. Organizations use the platform to control the entire workflow and related processes and ensure data-driven decisions are being made. Cycle times are reduced significantly and users are empowered with a single point of access to manage the data. Companies can leverage DataOps platforms to derive on-demand insights for successful business decisions.

DataOps platforms are primarily used by analytics and data teams within an organization; they are cross-functional and can be used across multiple verticals such as healthcare, finance, and others. IT operation teams can reduce storage infrastructure and increase staff productivity using a DataOps platform. Development and testing teams can decrease development cycles, app development times and reduce errors significantly by using this consolidated platform.

To qualify for inclusion in the DataOps category, a product must:

Enable collaboration between data providers and data consumers to ensure data fluidity
Combine different data management practices within a single platform, acting as an end-to-end solution
Completely automate end-to-end data workflows across the data integration lifecycle
Provide a dashboard and visualization tools to support data analysis and collaboration between various stakeholders
Support deployment on any cloud environment
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Featured DataOps Platforms At A Glance

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QuerySurge
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Easiest to Use:
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Highest Performer:
Easiest to Use:

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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93 Listings in DataOps Platforms Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analyti

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 52% Small-Business
    • 38% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Y42 features and usability ratings that predict user satisfaction
    9.2
    Data Observability
    Average: 8.9
    9.6
    Testing capabilities
    Average: 8.5
    9.4
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Y42
    Year Founded
    2020
    HQ Location
    Berlin, DE
    Twitter
    @y42dotcom
    282 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    24 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Y42’s Turnkey Data Orchestration Platform with embedded Observability gives data practitioners a unified space to reliably build, monitor, and maintain the flow of data to power their business analyti

Users
No information available
Industries
No information available
Market Segment
  • 52% Small-Business
  • 38% Mid-Market
Y42 features and usability ratings that predict user satisfaction
9.2
Data Observability
Average: 8.9
9.6
Testing capabilities
Average: 8.5
9.4
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Y42
Year Founded
2020
HQ Location
Berlin, DE
Twitter
@y42dotcom
282 Twitter followers
LinkedIn® Page
www.linkedin.com
24 employees on LinkedIn®
(137)4.6 out of 5
14th Easiest To Use in DataOps Platforms software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for dat

    Users
    • Data Analyst
    • Data Engineer
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 64% Mid-Market
    • 20% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Keboola Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    32
    Integrations
    25
    Easy Integrations
    23
    Features
    23
    Customer Support
    22
    Cons
    Learning Curve
    12
    Complexity
    10
    Expensive
    9
    Steep Learning Curve
    9
    Poor Customer Support
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Keboola features and usability ratings that predict user satisfaction
    8.4
    Data Observability
    Average: 8.9
    7.7
    Testing capabilities
    Average: 8.5
    8.6
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Keboola
    Company Website
    Year Founded
    2008
    HQ Location
    Prague
    Twitter
    @keboola
    2,018 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    104 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for dat

Users
  • Data Analyst
  • Data Engineer
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 64% Mid-Market
  • 20% Small-Business
Keboola Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
32
Integrations
25
Easy Integrations
23
Features
23
Customer Support
22
Cons
Learning Curve
12
Complexity
10
Expensive
9
Steep Learning Curve
9
Poor Customer Support
7
Keboola features and usability ratings that predict user satisfaction
8.4
Data Observability
Average: 8.9
7.7
Testing capabilities
Average: 8.5
8.6
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Keboola
Company Website
Year Founded
2008
HQ Location
Prague
Twitter
@keboola
2,018 Twitter followers
LinkedIn® Page
www.linkedin.com
104 employees on LinkedIn®

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(68)4.6 out of 5
Optimized for quick response
4th Easiest To Use in DataOps Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 53% Small-Business
    • 47% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Mozart Data Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    2
    Easy Integrations
    2
    Setup Ease
    2
    Connectivity
    1
    Customer Support
    1
    Cons
    Limitations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Mozart Data features and usability ratings that predict user satisfaction
    8.7
    Data Observability
    Average: 8.9
    8.0
    Testing capabilities
    Average: 8.5
    9.3
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @MozartData
    452 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 53% Small-Business
  • 47% Mid-Market
Mozart Data Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
2
Easy Integrations
2
Setup Ease
2
Connectivity
1
Customer Support
1
Cons
Limitations
1
Mozart Data features and usability ratings that predict user satisfaction
8.7
Data Observability
Average: 8.9
8.0
Testing capabilities
Average: 8.5
9.3
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Company Website
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@MozartData
452 Twitter followers
LinkedIn® Page
www.linkedin.com
17 employees on LinkedIn®
Entry Level Price:Starting at $79.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

    Users
    • CEO
    Industries
    • Computer Software
    • Retail
    Market Segment
    • 59% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Weld Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    18
    Customer Support
    15
    Features
    12
    Automation
    11
    Integrations
    11
    Cons
    Limited Connectors
    9
    Feature Limitations
    7
    Missing Features
    7
    Limited Integrations
    5
    Connectivity Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Weld features and usability ratings that predict user satisfaction
    8.0
    Data Observability
    Average: 8.9
    7.6
    Testing capabilities
    Average: 8.5
    8.8
    Ease of Use
    Average: 9.1
    5.7
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Weld
    Year Founded
    2021
    HQ Location
    Copenhagen, DK
    Twitter
    @WeldHQ
    101 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    92 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

Users
  • CEO
Industries
  • Computer Software
  • Retail
Market Segment
  • 59% Small-Business
  • 40% Mid-Market
Weld Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
18
Customer Support
15
Features
12
Automation
11
Integrations
11
Cons
Limited Connectors
9
Feature Limitations
7
Missing Features
7
Limited Integrations
5
Connectivity Issues
4
Weld features and usability ratings that predict user satisfaction
8.0
Data Observability
Average: 8.9
7.6
Testing capabilities
Average: 8.5
8.8
Ease of Use
Average: 9.1
5.7
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Weld
Year Founded
2021
HQ Location
Copenhagen, DK
Twitter
@WeldHQ
101 Twitter followers
LinkedIn® Page
www.linkedin.com
92 employees on LinkedIn®
(21)4.5 out of 5
View top Consulting Services for QuerySurge
Save to My Lists
Entry Level Price:Starting at $3,358.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    QuerySurge is an enterprise-grade data quality platform that continuously automates data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 38% Enterprise
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • QuerySurge Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    2
    Data Validation
    2
    Easy Setup
    2
    Features
    2
    Accuracy
    1
    Cons
    Learning Curve
    1
    Poor Customer Support
    1
    Steep Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • QuerySurge features and usability ratings that predict user satisfaction
    8.9
    Data Observability
    Average: 8.9
    9.0
    Testing capabilities
    Average: 8.5
    8.6
    Ease of Use
    Average: 9.1
    5.8
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    New York, US
    Twitter
    @QuerySurge
    5,758 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

QuerySurge is an enterprise-grade data quality platform that continuously automates data validation across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise

Users
No information available
Industries
No information available
Market Segment
  • 38% Enterprise
  • 29% Mid-Market
QuerySurge Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
2
Data Validation
2
Easy Setup
2
Features
2
Accuracy
1
Cons
Learning Curve
1
Poor Customer Support
1
Steep Learning Curve
1
QuerySurge features and usability ratings that predict user satisfaction
8.9
Data Observability
Average: 8.9
9.0
Testing capabilities
Average: 8.5
8.6
Ease of Use
Average: 9.1
5.8
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Company Website
Year Founded
2012
HQ Location
New York, US
Twitter
@QuerySurge
5,758 Twitter followers
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®
(122)4.5 out of 5
Optimized for quick response
11th Easiest To Use in DataOps Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Stonebranch Workload Automation solution, part of our Universal Automation Center platform, helps organizations automate, manage, and orchestrate their IT processes - across hybrid IT environments

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Insurance
    Market Segment
    • 55% Enterprise
    • 30% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Stonebranch is a universal automation tool that can be implemented across different platforms, providing centralized control and automation capabilities for job scheduling and data transfer.
    • Reviewers appreciate Stonebranch's ease of use, flexibility, and superior scheduling capabilities, as well as its alerting mechanism for critical jobs, which eliminates the need for constant monitoring.
    • Reviewers mentioned that the initial setup and learning curve can be challenging, the user support and documentation could be improved, and the reporting features are limited and not fully comprehensive.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Stonebranch Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    Automation
    4
    Customer Support
    4
    Cloud Services
    3
    Centralization
    2
    Cons
    Complexity
    3
    Cloud Limitations
    2
    Learning Curve
    2
    Outdated Content
    2
    Poor Documentation
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Stonebranch features and usability ratings that predict user satisfaction
    9.1
    Data Observability
    Average: 8.9
    8.5
    Testing capabilities
    Average: 8.5
    8.6
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    Alpharetta, GA
    Twitter
    @Stonebranch
    1,177 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    170 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Stonebranch Workload Automation solution, part of our Universal Automation Center platform, helps organizations automate, manage, and orchestrate their IT processes - across hybrid IT environments

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Insurance
Market Segment
  • 55% Enterprise
  • 30% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Stonebranch is a universal automation tool that can be implemented across different platforms, providing centralized control and automation capabilities for job scheduling and data transfer.
  • Reviewers appreciate Stonebranch's ease of use, flexibility, and superior scheduling capabilities, as well as its alerting mechanism for critical jobs, which eliminates the need for constant monitoring.
  • Reviewers mentioned that the initial setup and learning curve can be challenging, the user support and documentation could be improved, and the reporting features are limited and not fully comprehensive.
Stonebranch Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
Automation
4
Customer Support
4
Cloud Services
3
Centralization
2
Cons
Complexity
3
Cloud Limitations
2
Learning Curve
2
Outdated Content
2
Poor Documentation
2
Stonebranch features and usability ratings that predict user satisfaction
9.1
Data Observability
Average: 8.9
8.5
Testing capabilities
Average: 8.5
8.6
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Company Website
Year Founded
1999
HQ Location
Alpharetta, GA
Twitter
@Stonebranch
1,177 Twitter followers
LinkedIn® Page
www.linkedin.com
170 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coalesce Catalog is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. Coalesce Catalog

    Users
    No information available
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 59% Mid-Market
    • 27% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coalesce Catalog (formerly CastorDoc) Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    3
    Collaboration
    2
    Connectivity
    2
    Data Lineage
    2
    Useful
    2
    Cons
    Connector Issues
    1
    Integration Issues
    1
    Limitations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coalesce Catalog (formerly CastorDoc) features and usability ratings that predict user satisfaction
    8.5
    Data Observability
    Average: 8.9
    8.1
    Testing capabilities
    Average: 8.5
    9.6
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Coalesce
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco, CA
    LinkedIn® Page
    www.linkedin.com
    134 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coalesce Catalog is a collaborative, automated data discovery & catalog tool. We believe that data people spend way too much time trying to find and understand their data. Coalesce Catalog

Users
No information available
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 59% Mid-Market
  • 27% Enterprise
Coalesce Catalog (formerly CastorDoc) Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
3
Collaboration
2
Connectivity
2
Data Lineage
2
Useful
2
Cons
Connector Issues
1
Integration Issues
1
Limitations
1
Coalesce Catalog (formerly CastorDoc) features and usability ratings that predict user satisfaction
8.5
Data Observability
Average: 8.9
8.1
Testing capabilities
Average: 8.5
9.6
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Coalesce
Company Website
Year Founded
2020
HQ Location
San Francisco, CA
LinkedIn® Page
www.linkedin.com
134 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datafold is a data observability platform that helps companies prevent data catastrophes. It has a unique ability to identify, prioritize and investigate data quality issues proactively before they af

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 54% Mid-Market
    • 29% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datafold features and usability ratings that predict user satisfaction
    8.2
    Data Observability
    Average: 8.9
    9.3
    Testing capabilities
    Average: 8.5
    8.8
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datafold
    Year Founded
    2020
    HQ Location
    New York, US
    Twitter
    @datafoldcom
    1,116 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    33 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datafold is a data observability platform that helps companies prevent data catastrophes. It has a unique ability to identify, prioritize and investigate data quality issues proactively before they af

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 54% Mid-Market
  • 29% Small-Business
Datafold features and usability ratings that predict user satisfaction
8.2
Data Observability
Average: 8.9
9.3
Testing capabilities
Average: 8.5
8.8
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Datafold
Year Founded
2020
HQ Location
New York, US
Twitter
@datafoldcom
1,116 Twitter followers
LinkedIn® Page
www.linkedin.com
33 employees on LinkedIn®
(35)4.4 out of 5
Optimized for quick response
13th Easiest To Use in DataOps Platforms software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to add

    Users
    No information available
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 80% Enterprise
    • 17% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Unravel Data Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Management
    2
    Insights
    2
    Bug Detection
    1
    Cost-Effective
    1
    Cost Reduction
    1
    Cons
    Complexity
    1
    Confusing Details
    1
    Difficult Learning
    1
    Expensive
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Unravel Data features and usability ratings that predict user satisfaction
    8.5
    Data Observability
    Average: 8.9
    7.6
    Testing capabilities
    Average: 8.5
    8.7
    Ease of Use
    Average: 9.1
    5.8
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2016
    HQ Location
    Mountain View, CA
    Twitter
    @unraveldata
    1,034 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    101 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Unravel Data is an AI-powered data observability and FinOps platform that goes beyond just observing problems to empowering data teams to take immediate action for transformative results. Built to add

Users
No information available
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 80% Enterprise
  • 17% Small-Business
Unravel Data Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Management
2
Insights
2
Bug Detection
1
Cost-Effective
1
Cost Reduction
1
Cons
Complexity
1
Confusing Details
1
Difficult Learning
1
Expensive
1
Learning Curve
1
Unravel Data features and usability ratings that predict user satisfaction
8.5
Data Observability
Average: 8.9
7.6
Testing capabilities
Average: 8.5
8.7
Ease of Use
Average: 9.1
5.8
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Company Website
Year Founded
2016
HQ Location
Mountain View, CA
Twitter
@unraveldata
1,034 Twitter followers
LinkedIn® Page
www.linkedin.com
101 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datacoves is an enterprise DataOps platform with managed dbt Core and Airflow for data transformation and orchestration. We offer VS Code in the browser for dbt development with the ability to inclu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Enterprise
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Datacoves Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    3
    Continuous Improvement
    2
    Cost-Effective
    2
    Customization
    2
    Ease of Use
    2
    Cons
    Integration Issues
    3
    Complexity
    2
    Learning Difficulty
    2
    Time-Consuming
    2
    Alert Overload
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datacoves features and usability ratings that predict user satisfaction
    8.7
    Data Observability
    Average: 8.9
    9.2
    Testing capabilities
    Average: 8.5
    8.8
    Ease of Use
    Average: 9.1
    10.0
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Thousand Oaks, California
    Twitter
    @datacoves
    499 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    12 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datacoves is an enterprise DataOps platform with managed dbt Core and Airflow for data transformation and orchestration. We offer VS Code in the browser for dbt development with the ability to inclu

Users
No information available
Industries
No information available
Market Segment
  • 40% Enterprise
  • 33% Small-Business
Datacoves Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
3
Continuous Improvement
2
Cost-Effective
2
Customization
2
Ease of Use
2
Cons
Integration Issues
3
Complexity
2
Learning Difficulty
2
Time-Consuming
2
Alert Overload
1
Datacoves features and usability ratings that predict user satisfaction
8.7
Data Observability
Average: 8.9
9.2
Testing capabilities
Average: 8.5
8.8
Ease of Use
Average: 9.1
10.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Year Founded
2021
HQ Location
Thousand Oaks, California
Twitter
@datacoves
499 Twitter followers
LinkedIn® Page
www.linkedin.com
12 employees on LinkedIn®
(75)4.7 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 75% Mid-Market
    • 28% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Sifflet Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Lineage
    27
    Monitoring
    27
    Efficiency Improvement
    26
    Ease of Use
    24
    Alerting System
    23
    Cons
    Limited Customization
    12
    Complex Setup
    10
    Limited Integration
    10
    Alert Management
    7
    Lineage Issues
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Sifflet features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    9.3
    Ease of Use
    Average: 9.1
    6.6
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Sifflet
    Company Website
    Year Founded
    2021
    HQ Location
    Paris, Ile-de-France
    Twitter
    @Siffletdata
    394 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Sifflet is a comprehensive data observability solution designed to assist data engineers and data consumers in gaining complete visibility into their data stacks. This platform can be deployed as a So

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 75% Mid-Market
  • 28% Enterprise
Sifflet Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Lineage
27
Monitoring
27
Efficiency Improvement
26
Ease of Use
24
Alerting System
23
Cons
Limited Customization
12
Complex Setup
10
Limited Integration
10
Alert Management
7
Lineage Issues
7
Sifflet features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
9.3
Ease of Use
Average: 9.1
6.6
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Sifflet
Company Website
Year Founded
2021
HQ Location
Paris, Ile-de-France
Twitter
@Siffletdata
394 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datalogz is a business intelligence ops platform that monitors cost and security risk in almost any BI tool. It is the first full BI admin platform built on live metadata streams with enhanced AI capa

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 55% Small-Business
    • 27% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datalogz features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    7.7
    Ease of Use
    Average: 9.1
    6.7
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datalogz
    Year Founded
    2020
    HQ Location
    New York City, US
    Twitter
    @datalogz
    616 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    31 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datalogz is a business intelligence ops platform that monitors cost and security risk in almost any BI tool. It is the first full BI admin platform built on live metadata streams with enhanced AI capa

Users
No information available
Industries
No information available
Market Segment
  • 55% Small-Business
  • 27% Enterprise
Datalogz features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
7.7
Ease of Use
Average: 9.1
6.7
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Datalogz
Year Founded
2020
HQ Location
New York City, US
Twitter
@datalogz
616 Twitter followers
LinkedIn® Page
www.linkedin.com
31 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    World's First Citizen DataOps Platform - A self-service, easy to use data platform that makes data accessible so that you can focus on your big ideas and your job.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 69% Small-Business
    • 23% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Quantumics.AI features and usability ratings that predict user satisfaction
    8.3
    Data Observability
    Average: 8.9
    9.2
    Testing capabilities
    Average: 8.5
    8.9
    Ease of Use
    Average: 9.1
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    London, GB
    Twitter
    @QuantumicsAI
    5 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

World's First Citizen DataOps Platform - A self-service, easy to use data platform that makes data accessible so that you can focus on your big ideas and your job.

Users
No information available
Industries
No information available
Market Segment
  • 69% Small-Business
  • 23% Mid-Market
Quantumics.AI features and usability ratings that predict user satisfaction
8.3
Data Observability
Average: 8.9
9.2
Testing capabilities
Average: 8.5
8.9
Ease of Use
Average: 9.1
0.0
No information available
Seller Details
Year Founded
2019
HQ Location
London, GB
Twitter
@QuantumicsAI
5 Twitter followers
LinkedIn® Page
www.linkedin.com
13 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Composable Enterprise is the industry’s leading Intelligent DataOps platform that offers a full portfolio of capabilities for orchestration, automation and analytics, ensuring that analytics can be ra

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 42% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Composable DataOps features and usability ratings that predict user satisfaction
    7.6
    Data Observability
    Average: 8.9
    7.6
    Testing capabilities
    Average: 8.5
    8.0
    Ease of Use
    Average: 9.1
    8.3
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    HQ Location
    Cambridge, Massachusetts
    Twitter
    @DataFlowLabs
    434 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Composable Enterprise is the industry’s leading Intelligent DataOps platform that offers a full portfolio of capabilities for orchestration, automation and analytics, ensuring that analytics can be ra

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 42% Enterprise
Composable DataOps features and usability ratings that predict user satisfaction
7.6
Data Observability
Average: 8.9
7.6
Testing capabilities
Average: 8.5
8.0
Ease of Use
Average: 9.1
8.3
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
HQ Location
Cambridge, Massachusetts
Twitter
@DataFlowLabs
434 Twitter followers
LinkedIn® Page
www.linkedin.com
13 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Decube is the Context Layer platform for the AI era — the system that gives your data meaning, memory, and trust. It brings together metadata, automated lineage, data quality, and observability to cre

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 36% Mid-Market
    • 32% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • decube Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Efficiency Improvement
    4
    Features
    4
    User Experience
    4
    User Interface
    4
    UX Design
    4
    Cons
    Complex Setup
    1
    Connector Issues
    1
    Data Security
    1
    Difficult Interface
    1
    Integration Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • decube features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    10.0
    Testing capabilities
    Average: 8.5
    9.4
    Ease of Use
    Average: 9.1
    5.3
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2022
    HQ Location
    Kuala Lumpur
    Twitter
    @decube_data
    114 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    38 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Decube is the Context Layer platform for the AI era — the system that gives your data meaning, memory, and trust. It brings together metadata, automated lineage, data quality, and observability to cre

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 36% Mid-Market
  • 32% Enterprise
decube Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Efficiency Improvement
4
Features
4
User Experience
4
User Interface
4
UX Design
4
Cons
Complex Setup
1
Connector Issues
1
Data Security
1
Difficult Interface
1
Integration Issues
1
decube features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
10.0
Testing capabilities
Average: 8.5
9.4
Ease of Use
Average: 9.1
5.3
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Year Founded
2022
HQ Location
Kuala Lumpur
Twitter
@decube_data
114 Twitter followers
LinkedIn® Page
www.linkedin.com
38 employees on LinkedIn®