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Best DataOps Platforms - Page 3

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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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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94 Listings in DataOps Platforms Available
Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data,

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 62% Mid-Market
    • 27% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Matia 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
    20
    Features
    14
    Ease of Use
    12
    Implementation Ease
    11
    Integrations
    10
    Cons
    Limited Connectors
    4
    Missing Features
    4
    Limited Features
    3
    Lack of Features
    2
    Limited Integrations
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Matia features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    7.0
    Testing capabilities
    Average: 8.5
    9.7
    Ease of Use
    Average: 9.1
    3.3
    What is your organization's estimated ROI on the product (payback period in months)?
    Average: 10
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Matia
    Company Website
    Year Founded
    2023
    HQ Location
    Miami, US
    LinkedIn® Page
    linkedin.com
    31 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data,

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 62% Mid-Market
  • 27% Small-Business
Matia 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
20
Features
14
Ease of Use
12
Implementation Ease
11
Integrations
10
Cons
Limited Connectors
4
Missing Features
4
Limited Features
3
Lack of Features
2
Limited Integrations
2
Matia features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
7.0
Testing capabilities
Average: 8.5
9.7
Ease of Use
Average: 9.1
3.3
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Matia
Company Website
Year Founded
2023
HQ Location
Miami, US
LinkedIn® Page
linkedin.com
31 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    One platform with all the tools your data team needs to develop and transform data faster, collaborate better, and take data development to the next level - powered by AI. From data transformation, t

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 86% Mid-Market
    • 14% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Montara 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
    6
    Features
    3
    Customer Support
    2
    Implementation Ease
    2
    Customization
    1
    Cons
    Integration Issues
    1
    Missing Features
    1
    Product Maturity
    1
    Unreliability
    1
    UX Improvement
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Montara features and usability ratings that predict user satisfaction
    8.8
    Data Observability
    Average: 8.9
    9.2
    Testing capabilities
    Average: 8.5
    9.3
    Ease of Use
    Average: 9.1
    0.0
    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
    Montara
    Year Founded
    2023
    HQ Location
    Milpitas, US
    LinkedIn® Page
    www.linkedin.com
    13 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

One platform with all the tools your data team needs to develop and transform data faster, collaborate better, and take data development to the next level - powered by AI. From data transformation, t

Users
No information available
Industries
No information available
Market Segment
  • 86% Mid-Market
  • 14% Enterprise
Montara 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
6
Features
3
Customer Support
2
Implementation Ease
2
Customization
1
Cons
Integration Issues
1
Missing Features
1
Product Maturity
1
Unreliability
1
UX Improvement
1
Montara features and usability ratings that predict user satisfaction
8.8
Data Observability
Average: 8.9
9.2
Testing capabilities
Average: 8.5
9.3
Ease of Use
Average: 9.1
0.0
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Seller
Montara
Year Founded
2023
HQ Location
Milpitas, US
LinkedIn® Page
www.linkedin.com
13 employees on LinkedIn®

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(15)4.7 out of 5
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Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pantomath is pioneering the Data Operations Center (DOC), establishing a centralized, AI-driven platform necessary to manage data reliability as a strategic operational function. We are the first plat

    Users
    No information available
    Industries
    • Financial Services
    Market Segment
    • 73% Enterprise
    • 27% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Pantomath 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
    8
    Monitoring
    7
    Customer Support
    6
    Efficiency Improvement
    5
    Automation
    3
    Cons
    Alert Management
    6
    Poor Documentation
    2
    Complex Setup
    1
    Difficult Learning Curve
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Pantomath features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    8.2
    Ease of Use
    Average: 9.1
    9.1
    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
    2022
    HQ Location
    Cincinnati
    LinkedIn® Page
    www.linkedin.com
    59 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Pantomath is pioneering the Data Operations Center (DOC), establishing a centralized, AI-driven platform necessary to manage data reliability as a strategic operational function. We are the first plat

Users
No information available
Industries
  • Financial Services
Market Segment
  • 73% Enterprise
  • 27% Mid-Market
Pantomath 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
8
Monitoring
7
Customer Support
6
Efficiency Improvement
5
Automation
3
Cons
Alert Management
6
Poor Documentation
2
Complex Setup
1
Difficult Learning Curve
1
Learning Curve
1
Pantomath features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
8.2
Ease of Use
Average: 9.1
9.1
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Company Website
Year Founded
2022
HQ Location
Cincinnati
LinkedIn® Page
www.linkedin.com
59 employees on LinkedIn®
(17)5.0 out of 5
Optimized for quick response
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Validio helps Fortune 2000 enterprises and leading tech companies like Nordea, AllianceBernstein, Walden, Point Predictive, and Truecaller improve the reliability of their analytical and operational d

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 59% Mid-Market
    • 29% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Validio 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
    Easy Setup
    4
    Setup Ease
    3
    Alerts
    2
    Customer Support
    2
    Cons
    Limited Customization
    4
    Inadequate Reporting
    2
    Filtering Issues
    1
    Poor Documentation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Validio features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    9.7
    Testing capabilities
    Average: 8.5
    9.6
    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
    Validio
    Company Website
    Year Founded
    2019
    HQ Location
    Stockholm, SE
    Twitter
    @Validio_Data
    63 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    40 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Validio helps Fortune 2000 enterprises and leading tech companies like Nordea, AllianceBernstein, Walden, Point Predictive, and Truecaller improve the reliability of their analytical and operational d

Users
No information available
Industries
  • Computer Software
Market Segment
  • 59% Mid-Market
  • 29% Small-Business
Validio 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
Easy Setup
4
Setup Ease
3
Alerts
2
Customer Support
2
Cons
Limited Customization
4
Inadequate Reporting
2
Filtering Issues
1
Poor Documentation
1
Validio features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
9.7
Testing capabilities
Average: 8.5
9.6
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
Validio
Company Website
Year Founded
2019
HQ Location
Stockholm, SE
Twitter
@Validio_Data
63 Twitter followers
LinkedIn® Page
www.linkedin.com
40 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Bigeye is the most complete data observability platform for enterprise companies. Powered by true end-to-end lineage and AI-driven data monitoring, Bigeye empowers data teams in the world’s largest en

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 55% Small-Business
    • 27% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Bigeye 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
    1
    Features
    1
    Cons
    Limited Features
    1
    Limited Integrations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Bigeye features and usability ratings that predict user satisfaction
    9.3
    Data Observability
    Average: 8.9
    7.9
    Testing capabilities
    Average: 8.5
    8.5
    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
    Bigeye
    Year Founded
    2019
    HQ Location
    San Francisco, US
    Twitter
    @bigeyedata
    641 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    65 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Bigeye is the most complete data observability platform for enterprise companies. Powered by true end-to-end lineage and AI-driven data monitoring, Bigeye empowers data teams in the world’s largest en

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 55% Small-Business
  • 27% Mid-Market
Bigeye 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
1
Features
1
Cons
Limited Features
1
Limited Integrations
1
Bigeye features and usability ratings that predict user satisfaction
9.3
Data Observability
Average: 8.9
7.9
Testing capabilities
Average: 8.5
8.5
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
Bigeye
Year Founded
2019
HQ Location
San Francisco, US
Twitter
@bigeyedata
641 Twitter followers
LinkedIn® Page
www.linkedin.com
65 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    What is iceDQ? iceDQ empowers organizations to ensure data trust and reliability throughout the data lifecycle. Our comprehensive platform combines data testing, data monitoring, and data observabilit

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • iceDQ 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
    Automation
    1
    Capabilities
    1
    Customer Support
    1
    Easy Integrations
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • iceDQ features and usability ratings that predict user satisfaction
    6.7
    Data Observability
    Average: 8.9
    8.9
    Testing capabilities
    Average: 8.5
    10.0
    Ease of Use
    Average: 9.1
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Torana
    HQ Location
    Stamford, US
    LinkedIn® Page
    www.linkedin.com
    175 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

What is iceDQ? iceDQ empowers organizations to ensure data trust and reliability throughout the data lifecycle. Our comprehensive platform combines data testing, data monitoring, and data observabilit

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Mid-Market
iceDQ 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
Automation
1
Capabilities
1
Customer Support
1
Easy Integrations
1
Cons
This product has not yet received any negative sentiments.
iceDQ features and usability ratings that predict user satisfaction
6.7
Data Observability
Average: 8.9
8.9
Testing capabilities
Average: 8.5
10.0
Ease of Use
Average: 9.1
0.0
No information available
Seller Details
Seller
Torana
HQ Location
Stamford, US
LinkedIn® Page
www.linkedin.com
175 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Daasity enables omnichannel consumer brands to be data-driven. Built by analysts and engineers, the Daasity platform supports the varied data architecture, analytics, and reporting needs of consumer b

    Users
    No information available
    Industries
    • Consumer Goods
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • daasity 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
    Comprehensive
    1
    Customer Support
    1
    Data Visualization
    1
    Documentation
    1
    Ease of Use
    1
    Cons
    Dashboard Issues
    1
    Dashboard Usability
    1
    Data Management
    1
    Data Management Issues
    1
    Feature Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • daasity features and usability ratings that predict user satisfaction
    6.7
    Data Observability
    Average: 8.9
    6.7
    Testing capabilities
    Average: 8.5
    7.9
    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
    daasity
    Year Founded
    2017
    HQ Location
    San Diego, US
    Twitter
    @Daasity
    193 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    44 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Daasity enables omnichannel consumer brands to be data-driven. Built by analysts and engineers, the Daasity platform supports the varied data architecture, analytics, and reporting needs of consumer b

Users
No information available
Industries
  • Consumer Goods
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
daasity 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
Comprehensive
1
Customer Support
1
Data Visualization
1
Documentation
1
Ease of Use
1
Cons
Dashboard Issues
1
Dashboard Usability
1
Data Management
1
Data Management Issues
1
Feature Issues
1
daasity features and usability ratings that predict user satisfaction
6.7
Data Observability
Average: 8.9
6.7
Testing capabilities
Average: 8.5
7.9
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
daasity
Year Founded
2017
HQ Location
San Diego, US
Twitter
@Daasity
193 Twitter followers
LinkedIn® Page
www.linkedin.com
44 employees on LinkedIn®
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Kleene.ai unifies company data in one place to power real-time reporting, analytics, and AI forecasting. Go live in weeks, not months — without hiring a data team. Kleene.ai helps businesses unders

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 54% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Kleene 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
    Communication
    1
    Cost-Effective
    1
    Ease of Use
    1
    Efficiency
    1
    Performance
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kleene features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    9.1
    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
    kleene.ai
    Company Website
    Year Founded
    2017
    HQ Location
    London, London
    Twitter
    @Kleene_ai
    46 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.

Kleene.ai unifies company data in one place to power real-time reporting, analytics, and AI forecasting. Go live in weeks, not months — without hiring a data team. Kleene.ai helps businesses unders

Users
No information available
Industries
No information available
Market Segment
  • 54% Mid-Market
  • 32% Small-Business
Kleene 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
Communication
1
Cost-Effective
1
Ease of Use
1
Efficiency
1
Performance
1
Cons
This product has not yet received any negative sentiments.
Kleene features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
9.1
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
kleene.ai
Company Website
Year Founded
2017
HQ Location
London, London
Twitter
@Kleene_ai
46 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.

    Elementary is a data observability solution designed for dbt-centric data stacks. It seamlessly integrates into your dbt development workflow and pipelines and ensures you are the first to know when

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 56% Mid-Market
    • 22% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Elementary 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
    Features
    8
    Insights
    8
    Ease of Use
    7
    Slack Integration
    7
    Alerting System
    6
    Cons
    Integration Issues
    6
    Database Integration Issues
    4
    Limited Integration
    3
    API Limitations
    2
    Limited Features
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Elementary Data features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    8.3
    Testing capabilities
    Average: 8.5
    8.5
    Ease of Use
    Average: 9.1
    9.2
    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
    N/A
    Twitter
    @ElementaryData
    411 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    39 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Elementary is a data observability solution designed for dbt-centric data stacks. It seamlessly integrates into your dbt development workflow and pipelines and ensures you are the first to know when

Users
No information available
Industries
No information available
Market Segment
  • 56% Mid-Market
  • 22% Enterprise
Elementary 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
Features
8
Insights
8
Ease of Use
7
Slack Integration
7
Alerting System
6
Cons
Integration Issues
6
Database Integration Issues
4
Limited Integration
3
API Limitations
2
Limited Features
2
Elementary Data features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
8.3
Testing capabilities
Average: 8.5
8.5
Ease of Use
Average: 9.1
9.2
What is your organization's estimated ROI on the product (payback period in months)?
Average: 10
Seller Details
Year Founded
2022
HQ Location
N/A
Twitter
@ElementaryData
411 Twitter followers
LinkedIn® Page
www.linkedin.com
39 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.

    Lenses is the Developer Experience for enterprises to work with every Apache Kafka-based technology, in one place. Trusted by Europcar, Adidas, Daimler and Kandji, Lenses simplifies data streaming acr

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 47% Enterprise
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Lenses 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
    7
    User Interface
    6
    Features
    4
    Intuitive
    4
    Data Management
    3
    Cons
    Feature Limitations
    5
    Limitations
    5
    Limited Access
    3
    Missing Features
    3
    Product Maturity
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Lenses features and usability ratings that predict user satisfaction
    8.3
    Data Observability
    Average: 8.9
    8.3
    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
    Company Website
    Year Founded
    2016
    HQ Location
    London, England
    Twitter
    @lensesio
    740 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    26 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Lenses is the Developer Experience for enterprises to work with every Apache Kafka-based technology, in one place. Trusted by Europcar, Adidas, Daimler and Kandji, Lenses simplifies data streaming acr

Users
No information available
Industries
No information available
Market Segment
  • 47% Enterprise
  • 35% Mid-Market
Lenses 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
7
User Interface
6
Features
4
Intuitive
4
Data Management
3
Cons
Feature Limitations
5
Limitations
5
Limited Access
3
Missing Features
3
Product Maturity
3
Lenses features and usability ratings that predict user satisfaction
8.3
Data Observability
Average: 8.9
8.3
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
Company Website
Year Founded
2016
HQ Location
London, England
Twitter
@lensesio
740 Twitter followers
LinkedIn® Page
www.linkedin.com
26 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 65% Mid-Market
    • 18% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Secoda 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
    31
    Features
    25
    Customer Support
    21
    Data Lineage
    19
    Integrations
    16
    Cons
    Bug Issues
    11
    Bugs
    11
    Technical Issues
    9
    Learning Curve
    5
    Missing Features
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Secoda features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    8.2
    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
    Secoda
    Company Website
    Year Founded
    2021
    HQ Location
    Toronto, CA
    Twitter
    @SecodaHQ
    948 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    52 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 65% Mid-Market
  • 18% Small-Business
Secoda 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
31
Features
25
Customer Support
21
Data Lineage
19
Integrations
16
Cons
Bug Issues
11
Bugs
11
Technical Issues
9
Learning Curve
5
Missing Features
5
Secoda features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
8.2
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
Secoda
Company Website
Year Founded
2021
HQ Location
Toronto, CA
Twitter
@SecodaHQ
948 Twitter followers
LinkedIn® Page
www.linkedin.com
52 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Seemore Data is the leading autonomous AI-powered agent for the modern data cloud. Seemore Data continuously tunes performance and spend across your full data stack - ETL, warehouse, and BI - turning

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Mid-Market
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Seemore 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 Lineage
    7
    Ease of Use
    7
    User Interface
    6
    Data Management
    3
    Efficiency Improvement
    3
    Cons
    Lineage Limitations
    4
    Data Management Issues
    3
    Not User-Friendly
    3
    Data Inaccuracy
    2
    Data Lineage Issues
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Seemore Data features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    0.0
    No information available
    9.2
    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
    2023
    HQ Location
    New York, US
    LinkedIn® Page
    www.linkedin.com
    20 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Seemore Data is the leading autonomous AI-powered agent for the modern data cloud. Seemore Data continuously tunes performance and spend across your full data stack - ETL, warehouse, and BI - turning

Users
No information available
Industries
No information available
Market Segment
  • 67% Mid-Market
  • 33% Small-Business
Seemore 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 Lineage
7
Ease of Use
7
User Interface
6
Data Management
3
Efficiency Improvement
3
Cons
Lineage Limitations
4
Data Management Issues
3
Not User-Friendly
3
Data Inaccuracy
2
Data Lineage Issues
2
Seemore Data features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
0.0
No information available
9.2
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
2023
HQ Location
New York, US
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®
(10)4.5 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:€4,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Witboost is a pioneering platform that simplifies data product lifecycle management through automated governance and business-driven data discovery. It is designed to help organizations manage their d

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 80% Enterprise
    • 10% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Witboost 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 Discovery
    5
    Flexibility
    5
    Learning
    3
    Accessibility
    2
    Centralized Management
    2
    Cons
    Limited Customization
    2
    Inadequate Reporting
    1
    Inefficiency
    1
    Integration Issues
    1
    Report Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Witboost features and usability ratings that predict user satisfaction
    0.0
    No information available
    0.0
    No information available
    8.3
    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
    Seller
    Agile Lab
    Company Website
    Year Founded
    2013
    HQ Location
    Torino
    LinkedIn® Page
    www.linkedin.com
    209 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Witboost is a pioneering platform that simplifies data product lifecycle management through automated governance and business-driven data discovery. It is designed to help organizations manage their d

Users
No information available
Industries
No information available
Market Segment
  • 80% Enterprise
  • 10% Small-Business
Witboost 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 Discovery
5
Flexibility
5
Learning
3
Accessibility
2
Centralized Management
2
Cons
Limited Customization
2
Inadequate Reporting
1
Inefficiency
1
Integration Issues
1
Report Issues
1
Witboost features and usability ratings that predict user satisfaction
0.0
No information available
0.0
No information available
8.3
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
Seller
Agile Lab
Company Website
Year Founded
2013
HQ Location
Torino
LinkedIn® Page
www.linkedin.com
209 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    BUCS is an end-to-end data management platform built by experienced FP&A consultants to streamline data consolidation, transformation and reporting for better decision-making. With over 150 c

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Mid-Market
    • 30% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • BUCS 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
    Collaboration
    4
    Customer Support
    4
    Data Integration
    3
    Ease of Use
    3
    Easy Integrations
    3
    Cons
    API Issues
    1
    Data Management Issues
    1
    Dependency Issues
    1
    Lack of Real-Time Data
    1
    Sync Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • BUCS features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    10.0
    Testing capabilities
    Average: 8.5
    8.8
    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
    Year Founded
    2016
    HQ Location
    Kansas City, US
    LinkedIn® Page
    www.linkedin.com
    20 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

BUCS is an end-to-end data management platform built by experienced FP&A consultants to streamline data consolidation, transformation and reporting for better decision-making. With over 150 c

Users
No information available
Industries
No information available
Market Segment
  • 40% Mid-Market
  • 30% Enterprise
BUCS 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
Collaboration
4
Customer Support
4
Data Integration
3
Ease of Use
3
Easy Integrations
3
Cons
API Issues
1
Data Management Issues
1
Dependency Issues
1
Lack of Real-Time Data
1
Sync Issues
1
BUCS features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
10.0
Testing capabilities
Average: 8.5
8.8
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
Year Founded
2016
HQ Location
Kansas City, US
LinkedIn® Page
www.linkedin.com
20 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Comprehensive End-to-End Data Validation Platform. A platform for automating Data Integration and Data Management projects. Seamless Data Pipeline & BI Testing Automation Powered by AI Product

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 83% Enterprise
    • 17% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Datagaps DataOps Suite 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 Quality
    2
    Implementation Ease
    2
    Configuration Ease
    1
    Connectivity
    1
    Customer Support
    1
    Cons
    Complex Setup
    1
    Difficult Setup
    1
    Not User-Friendly
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Datagaps DataOps Suite features and usability ratings that predict user satisfaction
    10.0
    Data Observability
    Average: 8.9
    10.0
    Testing capabilities
    Average: 8.5
    8.8
    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
    Seller
    Datagaps
    Year Founded
    2010
    HQ Location
    Herndon, US
    Twitter
    @datagaps
    52 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    96 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Comprehensive End-to-End Data Validation Platform. A platform for automating Data Integration and Data Management projects. Seamless Data Pipeline & BI Testing Automation Powered by AI Product

Users
No information available
Industries
No information available
Market Segment
  • 83% Enterprise
  • 17% Mid-Market
Datagaps DataOps Suite 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 Quality
2
Implementation Ease
2
Configuration Ease
1
Connectivity
1
Customer Support
1
Cons
Complex Setup
1
Difficult Setup
1
Not User-Friendly
1
Datagaps DataOps Suite features and usability ratings that predict user satisfaction
10.0
Data Observability
Average: 8.9
10.0
Testing capabilities
Average: 8.5
8.8
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
Seller
Datagaps
Year Founded
2010
HQ Location
Herndon, US
Twitter
@datagaps
52 Twitter followers
LinkedIn® Page
www.linkedin.com
96 employees on LinkedIn®