--- title: Sifflet Reviews meta\_title: 'Sifflet Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 55 reviews by the users' company size, role or industry to find out how Sifflet works for a business like yours. aggregate\_rating: rating\_value: 4.3 review\_count: 55 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Management url: https://www.g2.com/categories/it-management --- # Sifflet Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Sifflet but has limited features. Are you part of the Sifflet team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Sifflet is the control plane for Data and AI. Data teams spend too much time firefighting — bad data reaches the business before anyone catches it, root cause takes days, and the fix is invisible to the stakeholders who were burned. The result is a slow erosion of trust in every dashboard, report, and AI output the company relies on. We give data teams one layer that catches issues across the full stack, explains exactly where they came from, and shows how to resolve them — before the CFO sees the wrong number. Teams like BBC, Saint-Gobain, Euronext, and CMA-CGM use Sifflet to run reliable data infrastructure at enterprise scale — with coverage from legacy systems to modern cloud stacks. The result: fewer incidents, faster root cause, and data that can be defended in any meeting. * * * Seller [Sifflet](https://www.g2.com/sellers/sifflet) Discussions [Sifflet Community](https://www.g2.com/products/sifflet/discuss) Solution Type All-in-One Show More ## Value at a Glance Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 13 months [ View More Pricing Information ](https://www.g2.com/products/sifflet/pricing) ## Top-Rated Alternatives [ ![Monte Carlo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Monte Carlo") Monte Carlo 4.3/5(536) ](https://www.g2.com/products/monte-carlo/reviews) [ ![Datadog](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ ![Automation Anywhere Agentic Process Automation](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Automation Anywhere Agentic Process Automation") Automation Anywhere Agentic Process Automation 4.5/5(5,623) ](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) [ View All Alternatives ](https://www.g2.com/products/sifflet/competitors/alternatives) ## User Insights Average based on 55 real user reviews. Implementation Time 2 months [Log in to unlock pricing and user insights](/login) ## Sifflet Integrations (33) What do users say about integrations? Integration information sourced from real user reviews. 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Image") Tableau ](https://www.g2.com/products/tableau/reviews) Show More ![Siddarth K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Siddarth K.") SK Siddarth K. Experienced Data Analyst Mid-Market (51-1000 emp.) 5/14/2024 "Excellent Data Quality Took" 5/5 What do you like best about Sifflet? Sifflet is a great tool that helps us keep tabs on our Data Assets efficiently. After implementing the tool into our Infrastructure, we've been able to keep spot issues quickly and fix them immediately. We've seen a steady decline in end user complaints about missing or errornous data. With the excellent tool, the team behind it has also been nothing short of supportive and patient with any queries or questions we have. Review collected by and hosted on G2.com. What do you dislike about Sifflet? The only downside I see is that with the tool being quite fresh, a lot of changes stops the user from familiarising themselves with the product. But these changes make the product better in the long run...so not really a downside. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? - Spotting Issues in the Data Pipeline before it's visible by the Data End user - Ensuring certain calculated metrics are propagated similarly along different branches in the pipeline Review collected by and hosted on G2.com. Show More Response from Romain Doutriaux of Sifflet [Editedit](https://www.g2.com/survey_responses/sifflet-review-9651305/official_response/edit) Thank you so much for your positive feedback! We're delighted to hear that Sifflet has helped you efficiently monitor your data assets and reduce end-user complaints. It's great to know our tool and team have been supportive and beneficial to your operations. We appreciate your patience with the frequent updates, and we're committed to making continuous improvements. If you have any further suggestions or questions, please feel free to reach out. We're here to help! Current UserValidated ReviewerIncentivizedSource: Seller invite ![Sriharsha G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sriharsha G.") SG Sriharsha G. Mid-Market (51-1000 emp.) 4/14/2024 "Data quality game changer" 4.5/5 What do you like best about Sifflet? It's been 6 months since we started using Sifflet. Multiple teams inside our company use Sifflet now. It has made us proactive in find out data issues instead of being reactive after data issue has been raised. Sifflet is game changer, we have been able to identify issues sooner, within a day or two and take actions to resolve it, potentially saving us revenue. One major aspect that Sifflet excels is in creating monitors that checks the discrepancy between tables. Sifflet is helping to build more trust in our data. In terms of ease of use - Some parts are intuitive, some parts took us some time to get used to. And last but not least, our interaction with Sifflet has been great. They are welcoming, knowledgeable. They support us whenever we have issues/questions. Review collected by and hosted on G2.com. What do you dislike about Sifflet? There is a considerable amount of effort in getting onboarded to Sifflet. We need to create monitor/s for each of table/view instead of Sifflet auto-monitoring completeness, freshness, schema changes. At the same time, we have got overwhelmed many times with the number of alerts. We need to spend dedicated time everyday to make sure we mark the incident accordingly - False Positive, Fixed, Known Issue etc. So plan for it. This sentence is probably limited to Bigquery and how queries are written in our company - Lineage isn't still complete. It has got better from the time we started, but still can't see all the tables in it. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Data Quality and Observabililty. We have been able to identify Data Quality issues as soon as it happens Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Sami R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sami R.") SR Sami R. Director of Data Mid-Market (51-1000 emp.) 4/12/2024 "A core component of our Data Strategy and Transformation" 5/5 What do you like best about Sifflet? Sifflet is more than just data observability, sure that is the bread the butter. What I love is all the additional functionality such as the lineage, catalog, glossary and chrome extension. How Sifflet for me does this best is the deep interconnectivity of all these assets. I can start on place and deep dive and explore all the different elements and facets of a Data Product. What I've found in my deployment is it has allowed different profiles of users from engineer, scientist, salesperson, marketer, journalist to better start in the area of observability/governance they are more comfortable with and learn what else is associated. It has deeply boosted our data quality and unity efforts. We've labelled Sifflet our Data Library, because thats the powerful function it plays Review collected by and hosted on G2.com. What do you dislike about Sifflet? Not a big issue but allowing to change the default role when signing up! Users get granted the system default role when SSO logging for the first time then we re-assign once they're in Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Sifflet has allowed us to better understand, identify, and solve data breakages and quality issues. We have improved our global incident management and error management by 167% within 6 working weeks. It has also aided in the knowledge management of different data assets and their relationships. We had a huge issue of single person dependency on knowledge of data until we got this tool. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic MI Mezzour I. Data enginner data plateform Enterprise (\> 1000 emp.) 5/22/2024 "A data observability tool with a lot of potential" 3.5/5 What do you like best about Sifflet? - A simple interface - Metrics that we can easily calculate - Clear dashboards on the tool's usage - Top-notch service and support + good responsiveness to "bugs" - A clear roadmap that can adapt to needs Review collected by and hosted on G2.com. What do you dislike about Sifflet? - Create metrics only through the graphical interface and not in "data observability as code" - A lineage that cannot be obtained by database - Many manual actions to perform in the graphical interface Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? - Rapid detection of anomalies in the data - Continuous monitoring of data quality - Easier root cause detection with lineage - Real-time identification of data errors - Reduction of downtime due to data issues Review collected by and hosted on G2.com. Show More Response from Romain Doutriaux of Sifflet [Editedit](https://www.g2.com/survey_responses/sifflet-review-9684824/official_response/edit) Thank you very much for your positive comment! We are delighted to know that you appreciate the simple interface of Sifflet, the clear dashboards, as well as our service and responsiveness. Your remarks on possibilities for improvement, such as the automation of certain actions, are valuable to us. We are continually working to improve our product to better meet your needs. If you have other suggestions or questions, feel free to contact us. We are here to help you! Validated ReviewerIncentivizedSource: Seller inviteAI Translated ![Verified User in Health, Wellness and Fitness](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Health, Wellness and Fitness") UH Verified User in Health, Wellness and Fitness Mid-Market (51-1000 emp.) 4/25/2024 "A powerful data monitoring tool" 5/5 What do you like best about Sifflet? Sifflet is a powerful data observability platform that lets you set up alerts on your data with just a few clicks. We implemented it a few months ago in our company and have been using it every day since. We can set up an infinite number of different monitors, forecasting the values of our data tables, customizable SQL monitors, ... and it's all very intuitive. It's very easy to integrate Sifflet into Tableau dashboards. This lets us know, for example, if the graphs we're looking at haven't been updated as expected. It's also very useful to be notified directly on slack or by e-mail in the event of an alert, rather than having to connect to the platform. Review collected by and hosted on G2.com. What do you dislike about Sifflet? The Sifflet platform is still relatively young. As a result, there may occasionally be minor bugs. The Whistle team is very reactive to correct these bugs. These little bugs are really just a detail, and I've never encountered the slightest problem when setting up a monitor. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? We use Sifflet to set up slack alerts in case of bad synchronization of our data and also to check some key metrics (alerts if this KPI goes below a certain threshold, alerts if a certain value doesn't behave as expected by machine learning, ...). Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Enterprise (\> 1000 emp.) 4/30/2024 "Intuitive data observability platform suitable across a business" 4.5/5 What do you like best about Sifflet? - Intituitive to use - Very quick to implement new requested features - Works seamlessly with a variety of different technologies - Quick support via Slack with issues remedied quickly Review collected by and hosted on G2.com. What do you dislike about Sifflet? Needs more flexibility when it comes to building rules as per monitoring - more language support and greater customisation in terms of what can be outputted. Would also be useful to have a hierarichal access to rules allowing for rules to be specific for certain parts of the business Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Allows for rules to be applied on tables within Snowflake enabling the wider team be notified of any data quality checks. This saves a significant amount of time. Review collected by and hosted on G2.com. Show More Response from Romain Doutriaux of Sifflet [Editedit](https://www.g2.com/survey_responses/sifflet-review-9590779/official_response/edit) Thank you so much for your positive feedback! We're thrilled to hear that you find Sifflet intuitive to use, quick to implement new features, and seamlessly compatible with various technologies. Your feedback on the need for more flexibility in building monitoring rules and hierarchical access is invaluable. We're continuously working on enhancing our product to better meet your needs. If you have any further suggestions or questions, please feel free to reach out. We're here to help! Current UserValidated ReviewerSource: Organic ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Mid-Market (51-1000 emp.) 10/29/2024 "A useful tool for the modern data stack" 3.5/5 What do you like best about Sifflet? Provides an easy way to get an understanding of your data landscape by seeing lineage and relationships between data sources, dbt data models and looker explores Review collected by and hosted on G2.com. What do you dislike about Sifflet? Some integrations could be stronger - for example, some dbt lineages are not always fully accurate, many api calls to Looker Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? - Data lineage - Monitoring data sources Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Internet](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Internet") EI Verified User in Internet Enterprise (\> 1000 emp.) 4/15/2024 "one Year of Enhanced Data Quality and Literacy with Sifflet" 5/5 What do you like best about Sifflet? What stands out most about Sifflet is its comprehensive approach to data quality and its powerful data catalog features. As a company deeply embedded in e-commerce and martech, the ability to swiftly identify and resolve data quality issues has transformed our operational efficiency. Sifflet's data catalog has been instrumental in increasing data literacy across our organization. This tool has fostered a robust self-service analytics culture that allows team members across departments to access and interpret data confidently and independently. It is used daily. The setup was straightforward and the platform integrated seamlessly with our existing tech stack, making it an indispensable part of our data management processes. Sifflet's team significantly enhances our experience; their proactive engagement and excellent support make them a true success partner. From smooth onboarding to leveraging the platform's capabilities fully, their commitment to our needs boosts our confidence and contributes to our growth in the competitive e-commerce and martech space. Review collected by and hosted on G2.com. What do you dislike about Sifflet? While Sifflet offers a plethora of advantages, one area that could see improvement is the user interface, which can be a bit overwhelming for new users due to the depth of features offered. A more intuitive design or enhanced onboarding could help new users better navigate and leverage the platform's full capabilities from day one. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Sifflet is addressing several critical issues for us, primarily around data quality and accessibility. By effectively identifying and resolving data quality issues, Sifflet helps us maintain high standards for the accuracy and reliability of our data. This is crucial for an e-commerce and martech company like ours, where data-driven decisions can directly impact marketing strategies and customer engagement. Furthermore, Sifflet's robust data catalog capabilities are instrumental in enhancing data literacy within our organization. By providing a centralized system where data is easily accessible and understandable, Sifflet supports our self-service analytics culture. This empowers team members across different functions to access and utilize data independently, fostering a more data-driven environment and facilitating quicker, more informed decision-making processes. The proactive resolution of data issues and immediate identification of potential data problems have led to more efficient operations and reduced downtime. This directly benefits us by improving our operational efficiency and enabling us to make better-informed decisions with greater confidence, thus driving business growth and enhancing our competitive edge in the market. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Abelia P.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Abelia P.") AP Abelia P. Enterprise (\> 1000 emp.) 4/26/2024 "An ergonomic tool that responds perfectly to the business and technical challenges of data quality" 5/5 What do you like best about Sifflet? A tool for different use cases (data quality, data catalog, etc.) Review collected by and hosted on G2.com. What do you dislike about Sifflet? Integration still missing but progress is fast Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Whistle alerts you to the various stages of data transformation so that the quality for the end customer is not altered. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: OrganicAI Translated ![Verified User in Marketing and Advertising](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Marketing and Advertising") UM Verified User in Marketing and Advertising Mid-Market (51-1000 emp.) 11/15/2023 "Great for companies that wants to improve their data quality monitoring and observability." 4/5 What do you like best about Sifflet? 1) Ease of use from Day One. Most of my team members find it easy to pick it up and apply it to their work. 2) We are lucky to have good customer success support, which faciliates learning and giving feedback. They have been responsive to our needs too. Review collected by and hosted on G2.com. What do you dislike about Sifflet? 1) Sifflet is still quite a new tool, and the breadth of integration is still not there yet. 2) Most of the operations still require us to work directly on the UI, but it will be good if they start allowing more API-based use-cases. 3) As we want to introduce it to other users, perhaps better user-level access controls to allow for diverse users (beyond data team) might be helpful. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Get up to speed to start having data observability tools Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ## Pricing Insights Averages based on real user reviews. ### Time to Implement 2 months ### Return on Investment 13 months [ View More Pricing Information ](https://www.g2.com/products/sifflet/pricing) Sifflet Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_1f8ef3ea8e49dda40fdea78ef1ff37b9/monte-carlo.png "Product Avatar Image") Monte Carlo 4.3/5(536) [ Compare Now ](https://www.g2.com/compare/monte-carlo-vs-sifflet) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_594278445bf849c944ed2a2b9bd8646c/soda-data.png "Product Avatar Image") Soda 4.4/5(55) [ Compare Now ](https://www.g2.com/compare/sifflet-vs-soda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_34909953c7fc2bda31bf07c26223aad9/metaplane.png "Product Avatar Image") Metaplane 4.8/5(116) [ Compare Now ](https://www.g2.com/compare/metaplane-vs-sifflet) ##### ##### Sifflet Features Functionality Real-time Analytics Data quality monitoring Automation Management Anomaly identification Single pane view Real-time alerts Generative AI AI Text Generation [ View More Features ](https://www.g2.com/products/sifflet/features) ##### Categories on G2 [Data Quality](https://www.g2.com/categories/data-quality)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm) [Data Quality](https://www.g2.com/categories/data-quality)[Database Monitoring](https://www.g2.com/categories/database-monitoring)[Master Data Management (MDM)](https://www.g2.com/categories/master-data-management-mdm)[DataOps Platforms](https://www.g2.com/categories/dataops-platforms)[Data Observability](https://www.g2.com/categories/data-observability)[Machine Learning Data Catalog](https://www.g2.com/categories/machine-learning-data-catalog) [Show MoreShow Less](javascript:void(0);) ##### Explore More [What's the top-rated hard drive cloning software for businesses that need to clone multiple PCs fast?](https://www.g2.com/discussions/what-s-the-top-rated-hard-drive-cloning-software-for-businesses-that-need-to-clone-multiple-pcs-fast)[Which managed IoT services tools work best for small teams lacking dedicated IT support staff?](https://www.g2.com/discussions/which-managed-iot-services-tools-work-best-for-small-teams-lacking-dedicated-it-support-staff)[Top platforms for automating event workflows](https://www.g2.com/discussions/top-platforms-for-automating-event-workflows) [Which newsroom management systems combine press release distribution with media coverage tracking analytics?](https://www.g2.com/discussions/which-newsroom-management-systems-combine-press-release-distribution-with-media-coverage-tracking-analytics)[Best PRM software for remote teams](https://www.g2.com/discussions/best-prm-software-for-remote-teams)[Pros and Cons Details](https://www.g2.com/products/sifflet/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)