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Datafold Reviews & Product Details

Verified User in Information Technology and Services
UI
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Awesome workflow, which is really a great feature of Datafold. Traditional way of doing data transfers is laborious. But this one helps to the best of capabilities. My fellow team was impressed. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Nothing as such to say about negative here. But breadth of usage can be enhanced. This is not a drawback for sure. May be in coming days, will explore more and revert. For now all good Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Integration of data and managing data quality are two things that pose a big challenge in front of us. But Datafold made it easier to look and saved our time and effort Review collected by and hosted on G2.com.

Datafold Overview

What is Datafold?

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 affect production. Datafold’s proactive approach to data quality helps data teams gain visibility and confidence in the quality of their analytical data through data profiling, column-level lineage and intelligent anomaly detection. Datafold also helps automate regression testing of ETL code with its Data Diff feature that instantly shows how a change in ETL or BI code affects the produced data, both on a statistical level and down to individual rows and values. Datafold integrates with all major data warehouses as well as frameworks such as Airflow & dbt and seamlessly plugs into CI workflows.

Datafold Details
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Product Description

Datafold is a proactive data observability platform that prevents data outages by proactively stopping data quality issues before they get into production. The platform comes with four unique features that reduce the number of data quality incidents that make it into production by 10x. - Data Diff: 1-click regression testing for ETL that saves you hours of manual testing. Know the impact of each code change with automatic regression testing across billions of rows. - Column-level lineage: using SQL files and metadata from the data warehouse, Datafold constructs a global dependency graph for all your data, from events to BI reports that help you reduce incident response time, prevent breaking changes, and optimize your infrastructure. - Data Catalog: Datafold saves hours spent on trying to understand data. Find relevant datasets, fields, and explore distributions easily with an intuitive UI. Get interactive full-text search, data profiling, and consolidations of metadata in one place. - Alerting: Be the first one to know with Datafold's automated anomaly detection. Datafold’s easily adjustable ML model adapts to seasonality and trend patterns in your data to construct dynamic thresholds.


Seller Details
Year Founded
2020
HQ Location
New York, US
Twitter
@datafoldcom
1,112 Twitter followers
LinkedIn® Page
www.linkedin.com
32 employees on LinkedIn®

LM
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Recent Datafold Reviews

Sushil K.
SK
Sushil K.Enterprise (> 1000 emp.)
4.5 out of 5
"Datafold experience"
Easy to use, some task is easily doable.
Verified User
U
Verified UserSmall-Business (50 or fewer emp.)
4.5 out of 5
"Automate data testing and improve data quality with DATAFOLD"
Datafold offers the best solution to solve data quality issues. It automates data testing, can easily integrate Datafold into Github and every chan...
Verified User
U
Verified UserEnterprise (> 1000 emp.)
4.5 out of 5
"Right one for testing"
Awesome workflow, which is really a great feature of Datafold. Traditional way of doing data transfers is laborious. But this one helps to the bes...
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Datafold Media

Datafold Demo - Data Catalog
Datafold Demo - Column-level Lineage
Datafold Demo - Data Diff
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23 out of 24 Total Reviews for Datafold

4.5 out of 5
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23 out of 24 Total Reviews for Datafold
4.5 out of 5
23 out of 24 Total Reviews for Datafold
4.5 out of 5

Overall Review Sentiment for DatafoldQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Sanjay  D.
SD
Data Analytics and Engineering
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Datafold is a valuable data testing and monitoring tool that helps users ensure the quality and accuracy of their pipelines. It detects errors, improves data quality, and helps troubleshoot problems quickly, increasing confidence in the data. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Datafold is an amazing platform I like all the features provided by this, but there is one limitation I observed that it has a steep learning curve, limited integration options, and a commercial subscription requirement these factors challenges for us in adopting and using this tool effectively. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Datafold offers a complete picture of data pipeline health, performance, and quality for data teams to monitor and ensure smooth operations.

Datafold automates the process of detecting data pipeline issues and ensures data quality. It saves time and resources by automating data testing, which would otherwise be time-consuming and error-prone if done manually. Review collected by and hosted on G2.com.

Kavyansh P.
KP
Software Engineer - II
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Datafold?

Datafold is a data obervality platform that helps people to esure the reliability of data pipelines.

Datafold is easy to use.

It's User Interface is clean people can easily select data sources and can monitor their data pipelines end to end with ease.

It supports integrations with other tools so we can consume data with different sources and can monitor in one place. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

It has a limited scope. It supports only data observability and provides no data analysis or data science supports. We can't depend on it for taking future business related decisions.

Datafold is a paid platform, which may make it less accessible to smaller teams with limited budgets. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

In our project, we need to consume data from multiple sources. We use integrations in Datafold that help me connect other data sources within one place and make it easy to observe the data pipeline. It also supports checks and alerts; We can create alerts per our threshold and receive them over email. Review collected by and hosted on G2.com.

Harshit A.
HA
Software Engineer
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

User-friendly interface: Datafold's drag-and-drop interface is easy to use and requires minimal training, allowing teams to quickly get started with data testing and monitoring.

Comprehensive data lineage tracking: Datafold provides a complete view of the data pipeline, making it easy to track the source of issues that arise.

Real-time alerts and visualizations: Datafold alerts users in real-time of any anomalies or issues that occur, allowing them to quickly address and resolve problems.

Pre-built tests and checks: Datafold includes a range of pre-built tests and checks that can be used to ensure data quality and consistency, saving time and effort for data teams. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Limited integration options: Datafold currently has limited integration options with third-party tools, which may be a drawback for teams that rely on a range of data tools and platforms.

Limited functionality for non-SQL data: Datafold is primarily designed for SQL-based data pipelines, which means that teams working with non-SQL data may need to find alternative tools or workarounds.

Limited control over testing and monitoring: Some users have reported that Datafold's pre-built tests and checks can be too rigid and inflexible, which may limit teams' ability to customize testing and monitoring to their specific needs. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

The benefits of using Datafold can include improved data quality, increased efficiency, and reduced risk of errors and data inconsistencies. By solving common data pipeline problems and providing a comprehensive suite of data testing and monitoring tools, Datafold can help teams to more effectively manage their data and achieve their business objectives. Review collected by and hosted on G2.com.

G Santosh K.
GK
Application Development Associate
Small-Business(50 or fewer emp.)
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Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Datafold offers advanced testing capabilities, allowing users to validate data quality and identify potential issues in their pipelines before they become bigger problems. Its user-friendly interface and visualization tools make it easy to track data lineage and debug issues, even for those without extensive programming experience. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

it's up to individual users to evaluate Datafold and decide if it's the right tool for their needs based on their unique data infrastructure and workflow requirements. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Datafold helps data engineers streamline the development and maintenance of data pipelines. Datafold solves : Automating change detection, Improving data quality, Streamlining development: Review collected by and hosted on G2.com.

MM
System Engineer
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

It is simple and User friendly UI. It provides real-time updates.It includes best range in build tests and checks for data quality, consistency and saving time. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

There is no negative thing about the software but the price is little bit high compared to other softwares in the market. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

It is very much useful for data engineers for automation testing.Data Quality monitoring is too easy without any hard failures compared to other tools which are inflexible and takes hard failures. Review collected by and hosted on G2.com.

Verified User in Telecommunications
TT
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Makes life easier with SQL code reviews helping find the hidden changes we made we dint know to our data.It gives ability to quality check the things in our own way with very much lesser errors compared to manual testing. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

Nothing in particular, a brief guide with documentation would have been justified.

Helps in data managing of huge chunks of table, rows and records of data in day to day usage. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Makes life way easier for automated testing

Data accuracy and quality kpi achievement.easily integrates with modern data stacks such as Amazon redshift, snowflake,gitlab and GitHub Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Datafold?

Datafold offers the best solution to solve data quality issues. It automates data testing, can easily integrate Datafold into Github and every change to SQL code can be validated by the API automatically. Not only Github can also be integrated with many other data stacks. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

If there was an option for Data analytics along with this it could have been better, Must add support for NoSQL data. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Integrated Datafold API with GitHub which resulted in an improvement in the quality of data and also automated data testing saved a lot of time. Review collected by and hosted on G2.com.

Shanoop J.
SJ
Data Engineer
Enterprise(> 1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Datafold helps in reducing the manual overhead of performing repetitive tasks. The tool offers various ways to implement automated testing and comparison. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

The pricing is a bit high. There are alternate tools in the market which offers the functionalities in much less price. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

It takes a lot of time to validate the data when we migrate it to another server. Datafold helps in minimizing the time taken to do that repetitive task. Review collected by and hosted on G2.com.

Sunil K.
SK
SW/App/Cloud Tech Support Analyst
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

Datafold helps data teams to see how every code change impacts data and data applications. Review collected by and hosted on G2.com.

What do you dislike about Datafold?

There is nothing to say negativity about Datafold because its very useful Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

It solves common data pipeline problems and provides a comprehensive suite of data testing and monitoring tools. Review collected by and hosted on G2.com.

Verified User in Automotive
IA
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Datafold?

1. Simple and user friendly UI

2. Complete end to end data tracking

3. Real time updates

4. Rich library of reusable prebuilt functions Review collected by and hosted on G2.com.

What do you dislike about Datafold?

1. Handling of NoSQL Data is not supported comprehensively.

2. Integration options are not limited. Review collected by and hosted on G2.com.

What problems is Datafold solving and how is that benefiting you?

Removed inconsistent data to a very good extent, having complete suite of end to end testing kit ultimately lead to achieving business goals Review collected by and hosted on G2.com.