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Unravel Data Reviews & Product Details

Verified User in Information Technology and Services
AI
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Organic
What do you like best about Unravel Data?

User friendly web interface, fast responding customer support Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Hbase and Kafka monitoring limitations. Would be good if that is implemented Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Troubleshooting critical applications Review collected by and hosted on G2.com.

Unravel Data Overview

What is Unravel Data?

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 address the speed and scale of modern data platforms like Databricks, Snowflake, and BigQuery, Unravel’s AI-powered Insights Engine provides recommendations to make smarter decisions and optimize your cloud data analytics' performance, reliability, and efficiency. You get full-stack, 'workload-aware' contextual intelligence about your data applications and pipelines, with AI-driven recommendations on where and how to improve and optimize DataOps, analytics, and AI, helping you troubleshoot faster, meet SLAs, and keep budgets under control. With Unravel, data teams unlock business value from data more quickly and efficiently. Unravel leverages AI and automation to provide real-time, user-level spend reporting, code-level cost optimization tips, and automated spend controls designed to empower and unify DataOps and FinOps teams. With Unravel, data teams can monitor data flows through their pipelines, and detect code, configuration, and infrastructure issues. By correlating and analyzing the full stack of telemetry metadata, Unravel provides easy-to-understand insights, actionable recommendations, and automation to optimize performance and efficiency before you deploy into production. Unravel Data radically transforms the way businesses understand and optimize the performance and cost of their modern data applications – and the complex data pipelines that power those applications. Providing a unified view across the entire data stack, Unravel’s market-leading data observability platform leverages AI, machine learning, and advanced analytics to provide modern data teams with the actionable recommendations they need to turn data into insights. Recently recognized by CRN as a Cloud 100 Company for 2025 and named Best Data Tool & Platform of 2023 by the annual SIIA CODiE Awards, Unravel Data is trusted by some of the world’s most recognized brands, including Maersk, Mastercard, and Equifax to unlock data-driven insights and deliver new innovations to market.

Unravel Data Details
Product Website
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Product Description

Unravel Data radically simplifies the way businesses understand and optimize the performance of their modern data applications – and the complex pipelines that power those applications. Providing a unified view across the entire stack, Unravel’s data operations platform leverages AI, machine learning, and advanced analytics to offer actionable recommendations and automation for tuning, troubleshooting, and improving performance.

How do you position yourself against your competitors?

Unravel’s purpose-built AI enables granular and real-time visibility, platform-specific recommendations, and automation designed to empower and unify DataOps and FinOps teams.

Unlike cloud service provider and third-party generalist FinOps tools, Unravel provides granular, user-level and job-level reporting for cost allocation, showback, and chargeback. Create budgets and accurate forecasts for predictable cloud data analytics spending. Code-level optimization recommendations enable data engineers to run more data workloads within your existing budget. Automated guardrails and spend controls catch cost efficiency issues before they go off the rails.

Traditional monitoring/APM tools do a great job of monitoring and optimizing the performance of web applications, but they were never intended to handle the complexities of today’s data workloads. Unravel is designed specifically for modern data stacks, including Databricks, Snowflake, BigQuery, Amazon EMR, and more.

Only Unravel provides full-stack, cross-platform visibility, AI-driven insights and recommendations, and automated tuning and troubleshooting across the enterprise data stack.


Seller Details
Company Website
Year Founded
2016
HQ Location
Mountain View, CA
Twitter
@unraveldata
1,044 Twitter followers
LinkedIn® Page
www.linkedin.com
115 employees on LinkedIn®
Description

Unravel Data is a data operations platform that specializes in optimizing data applications and workflows. The company provides tools for monitoring, troubleshooting, and improving the performance of big data environments. By leveraging advanced analytics and machine learning, Unravel Data helps organizations gain insights into their data processes, streamline operations, and enhance overall efficiency. For more information, visit their website at [unraveldata.com](https://www.unraveldata.com).


Michelle L.
ML
Overview Provided by:
Director, Marketing Operations at Unravel Data

Recent Unravel Data Reviews

Atul A.
AA
Atul A.Small-Business (50 or fewer emp.)
4.5 out of 5
"Unravel- optimizing too"
Unravel data gives us an easy to understand insight and actionable recommendations about the full stack of data sources. It enables team to Optimiz...
Akash T.
AT
Akash T.Enterprise (> 1000 emp.)
4.5 out of 5
"Full fledged satisfaction"
They helped us in our business intelligence work, where we needed to create data pipelines for our project reports. Unravel Data's support and serv...
Kunal B.
KB
Kunal B.Mid-Market (51-1000 emp.)
5.0 out of 5
"Data Observability and AI insights Simplified, Thank you Unravel Data"
Unravel Data has become my go to tool to "Un ravel" the large chunks of data and useful insights. We were able to ease off our computing loads by m...
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Unravel Data Media

Unravel Data Demo - Health Check (Snowflake Version)
Get a bird's-eye view of productivity, cost and performance optimizations. Unravel helps you visualize the total cost and its breakdown over compute, storage, and data transfer, the usage of compute and data, and the number of active users across your Snowflake accounts. Visit unraveldata.com for...
Unravel Data Demo - Enhanced Chargeback / Showback (Snowflake Version)
Assign cost with business context. Track overages. Get AI-driven cost-saving recommendations. Unravel breaks down costs by any business dimension, such as business unit, project, in addition to warehouse, user, queries, etc. It can also automatically extract unique identifiers or accept tags to g...
Unravel Data Demo - Speed, Cost, Reliability Optimizer (Snowflake Version)
Quickly tune application performance and/or reduce costs with AI recommendations. Unravel uses AI to tell you why your queries/pipelines are slow, failing or expensive. Then it tells you how to fix that problem in plain English. Reducing the frustration and time it usually takes to solve such pro...
Unravel Data Demo - Monitors and Alerts (Snowflake Version)
Create guardrails around common operational challenges with automated oversight and real-time notifications. Visit unraveldata.com for self-guided tours of our top features.
Unravel Data Demo - Data Usage and Access Analytics (Snowflake Version)
Understand table and file usage and trends to better govern your data and develop a cost-effective storage and tiering program. Visit unraveldata.com for self-guided tours of our top features.
Unravel Data Demo - Advanced and Extensible Reporting (Snowflake Version)
Create customized, powerful dashboards to suit your specific needs. Unravel dashboard center gives you access to an inventory of customized dashboards created within your organization. Visit unraveldata.com for self-guided tours of our top features.
Play Unravel Data Video
Play Unravel Data Video

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Video Reviews

33 out of 34 Total Reviews for Unravel Data

4.4 out of 5
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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
Cons

Overall Review Sentiment for Unravel DataQuestion

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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G2 reviews are authentic and verified.
Kunal B.
KB
Senior Growth Marketing Manager
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Unravel Data?

Unravel Data has become my go to tool to "Un ravel" the large chunks of data and useful insights. We were able to ease off our computing loads by migrating metadata and performance data from the BigQuery. Implementing Unravel was straightforward. The setup process was quite easy and our existing data slack was integrated quite easily. helps us continuously monitor our data pipelines, and have real-time insights everytime we need it, throughout the day, 24X7. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

the number of features and options in Unravel were abit overwhelming, it requires a learning curve to understand and make use of all the capabilities. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Having a complex platform that aims to integrate 3 different apps and use the cross platform data to support the CRM and user activity monitoring.

Unravel helped in streamlining the data observation and also provided insights that helped in predictive analysis of pre-churn users and improve the retention rates Review collected by and hosted on G2.com.

Atul A.
AA
Cyber Security Consultant - Cybersecurity & Risk Services
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about Unravel Data?

Unravel data gives us an easy to understand insight and actionable recommendations about the full stack of data sources. It enables team to Optimize and automatically troubleshoot and control the costs of data pipelines and applications. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

The most negative aspect of this platform is that , the data stack is in bulk and it's complex so due it's complexity it becomes harder to untangle the wires to figure it out what went wrong how can we fix it .

Time complexity is there in this . Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

It gives the complete in-depth insight of the full stack data , where the monitoring range , troubleshooting ,optimisation,data quality and cloud migration etc increases. Review collected by and hosted on G2.com.

BT
Senior Cloud Engineer
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Seller invite
What do you like best about Unravel Data?

Unravel is excellent tool gives more insights on usage of azure databricks and Kubernates. Based recommendations which unravel provide we can save cloud cost Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

all looks good except cost of product increased recently. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

it is more insightable tool, gives recommendations which save cloud cost. Review collected by and hosted on G2.com.

Akash T.
AT
Senior Business Technology Analyst
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Unravel Data?

They helped us in our business intelligence work, where we needed to create data pipelines for our project reports. Unravel Data's support and services helped us sail through our business. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Nothing much, everything has been taken care of. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Helping us create our data pipelines which in turn generate the final end user reports. So they are providing tools and services to achieve that. Review collected by and hosted on G2.com.

Sathwick K.
SK
Senior Specialist Data and ML/AI Platform
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Seller invite
Incentivized Review
What do you like best about Unravel Data?

1. Best in-class built algorithms which are capable of handling observability for Enterprise scale products like Databricks, Snowflake and multiple other products.

2. Its ability to handle the vasticity as it never fails to work over with 10's of 1000's of jobs in an enterprise scale organisations on each day.

3. The great team who is entusiatic to work with the techinical people from various organisations and the response time from the team is very quick.

4. Unravel leadership people are down to earth , they are more intrested to listen from the tech people and work towards the goals what custumers are expecting from the product.

5. They are more visionary how the product should evolve in future to meet the needs from customers. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

1. Unravel has to come with SAAS models approach, so that customers can merely take the advantage without going for patch based approach. This will save the efforts from both Unravel and customers and features are quickly embedded to product. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Unravel is helping our organization in following aspects:

1. Performance tuning and the suggestions to improve the code quality.

2. Suggesting the right resources for the pipelines.

3. Recucing the costs. Review collected by and hosted on G2.com.

Aditi D.
AD
Data Engineering Sr. Analyst
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Seller invite
Incentivized Review
What do you like best about Unravel Data?

It gives you a very good picture of your Data Platforms, and highlights exactly where you can optimise and might be unnecessarily wasting resources and cost.

It is fast-growing, improving day by day, by bringing many new features which come handy in Data Engineering optimization and cost effectiveness journey. They have a very good support as well.

I would highly recommend this to anyone who wants better visibility into their Data platforms & resources and those who want to optimize and save their DataOps costs. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

As the Data volumes increase day by day, the tool has to scale up and be able to handle the large volumes of data it will be processing, esp. in UI. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Better Visibility into Data Platforms like Databricks - To get insights and recommendations about our clusters

Cost Savings - As it provides better insights and information about where we can optimize our jobs, it certainly helps in cost savings in long term

Data Jobs Optimization and Reduced Job SLAs - We get insights into redundant and non-useful pieces of code which after cleaning, improves the performance of Jobs and reduces the overall Job execution time Review collected by and hosted on G2.com.

Verified User in Semiconductors
AS
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Organic
(Original )Information
What do you like best about Unravel Data?

The product that we use is a single plane of glass that provides the information we need, when we need it. It is extremely intuitive and responsive! Unravel Data support team is seemingly always around to help us utilize their product and even troubleshoot issues in our environment or application. When new versions of the product are available, they help us upgrade and fix all issues related to the upgrade in a timely fashion. They are also very responsive in fixing issues with the product. Finally, they are receptive in allowing us to request new features. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

I really don't have anything negative to say about Unravel. I feel the way they support the customer is a template for others to mimic! Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

It makes monitoring our cluster a lot easier and faster. It helps our data engineers tune their queries & jobs. It makes anticipation of issues with data in the cluster possible. It produces lots of useful reports. Lastly, it is a helpful tool for cloud migration. Review collected by and hosted on G2.com.

Sarath M.
SM
AVP(Assistant vice president)
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Seller invite
Incentivized Review
(Original )Information
What do you like best about Unravel Data?

Unravel is great tool in serving the metrics collection and provide achievable recommendations. Has many other great features to liverage. Supports presto , aws, S3 and gcp, a great vendor support. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Need more recommendations, some times tool doesn't give accurate recommendations, hope this ill be corrected in next releases Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Unravel helps in jobs optimization and using these recommendations we can simply identify culprit job and kill it, great in reporting and unity apps, appc, q analysis etc Review collected by and hosted on G2.com.

Verified User in Financial Services
AF
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Seller invite
Incentivized Review
What do you like best about Unravel Data?

Unravel product gives detailed analysis of jobs, and reports related to it which is an important feature.

We get live data of the cluster and as all data of cluster is available it becomes easier to navigate , fetch all details all in one place.

The customer support is very nice, all are queries are addressed immediately. Review collected by and hosted on G2.com.

What do you dislike about Unravel Data?

Every function supported by Unravel is good, we can expect more from Autoactions. Review collected by and hosted on G2.com.

What problems is Unravel Data solving and how is that benefiting you?

Unravel helps us connecting jobs with job owners and helping them with effeciently running thier applications.

We get detailed information of each job , and analysis , which helps the Performance engineering team to analyse jobs, find the problem areas in different applications and suggest users to effectively use the resources.

The various reports helps management to get enitre data overview of the cluster with respect to queues, jobs etc (even historic) in 1 report. Review collected by and hosted on G2.com.

UG
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: G2 invite
Incentivized Review