--- 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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MA Mess A. 1/21/2026 "Proactive Data Monitoring, Minimal Disruptions" 4.5/5 What do you like best about Sifflet? I use Sifflet to monitor data pipelines and table quality. Since bringing in Sifflet, we've been able to move away from constant firefighting. It helps us catch issues before they snowball, and because we have clear ownership across our pipelines, we aren't wasting time guessing who to pull in or how big the impact is. It's basically more signal, less noise. The setup was quick and facilitated by the Sifflet support team. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Nothing in mind. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? I use Sifflet to monitor data pipelines and table quality, helping us to stop constant firefighting and catch issues early. It ensures clear ownership and signaling in our processes. 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-12239625/official_response/edit) Thank you for the fantastic review! We are delighted to hear that Sifflet has successfully helped your team transition from 'constant firefighting' to proactive monitoring—this shift from reactive to proactive is exactly what we aim to deliver. It is great to see you highlight 'more signal, less noise.' This is the core mission of our Sentinel agent, which is designed to learn your data's patterns so you only get alerted on what actually matters. We are also thrilled that our support team facilitated a quick setup; ensuring fast time-to-value is a top priority for us,. We look forward to helping you maintain that clear ownership and reliability across your pipelines! Validated ReviewerIncentivizedSource: Seller invite ![Verified User in Pharmaceuticals](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Pharmaceuticals") AP Verified User in Pharmaceuticals Mid-Market (51-1000 emp.) 1/20/2026 "Practical Addon, but Slow Support" 3.5/5 What do you like best about Sifflet? I like the fact that the Sifflet web addon allows easy access to information from Power BI. It is directly available, which means I don't need to access a new platform, as it opens directly with Power BI. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Things that sometimes seem basic do not work very well. Support is very slow, sometimes taking several months to get a fix. Easy to initialize, but clearly buggy in certain areas. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? I use Sifflet for the centralization and access to knowledge in data governance. The web addon is convenient because it is available directly in PowerBI without requiring a new platform. 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-12235671/official_response/edit) Thank you for your transparent feedback. We are glad to hear that the Power BI web addon is successfully helping you access governance data without switching platforms—this concept of Embedded Intelligence is central to our vision of delivering trust signals directly where business decisions happen. However, we sincerely apologize for the frustration caused by bugs and support delays. We understand that for the platform to be useful, the 'basics' must work flawlessly. We are actively addressing these stability concerns in our Q1 2026 Roadmap: • UI & Stability Improvements: We have prioritized specific UI improvements and accessibility fixes to ensure the core platform is more responsive and reliable. • Faster Resolution: While we are optimizing our support processes, we are also launching an In-App AI Chat. This will allow you to get instant guidance on platform features and configuration, helping to bridge the gap and resolve 'how-to' blockers immediately. We are committed to improving both our product stability and our support velocity to match the value you are getting from the Power BI integration. Current UserValidated ReviewerIncentivizedSource: Seller inviteAI Translated ![Verified User in Maritime](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Maritime") UM Verified User in Maritime Enterprise (\> 1000 emp.) 6/17/2026 "Great Error Alerts, But Not User-Friendly for Data Analysts" 1.5/5 What do you like best about Sifflet? I like that it detects errors and sends them directly by email every day. Review collected by and hosted on G2.com. What do you dislike about Sifflet? From my perspective as a data analyst, it isn’t user-friendly enough, especially compared with what my company announced. Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? I have data quality errors in my work, and it gives me a list every day so I can address them directly on my side. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Seller invite AN Verified User in Information Services 6/2/2026 "very delighted" 5/5 What do you like best about Sifflet? monitoring and easy to use, everything is accessible Review collected by and hosted on G2.com. What do you dislike about Sifflet? hard to integrate and also random errors Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? monitor data models Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: In-appAI Translated ![Sergei D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sergei D.") SD Sergei D. 1/20/2026 "Sifflet: Slick UI and Seamless Enterprise Integrations" 4.5/5 What do you like best about Sifflet? I like Sifflet's nice and slick UI, as it's not easy to master a tool like this. I also appreciate that enterprise integrations are working well; it seems like it has all the essentials baked-in, like SSO. It's a very smooth experience overall. From a user perspective, the initial setup was very easy and just works. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Maybe marketing is a bit too pushy Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Sifflet helps with data ownership, stewardship, and governance. I occasionally use it to understand data lineage. 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-12235690/official_response/edit) Thank you for the great feedback! We are thrilled to hear that the UI and SSO integrations made for a 'smooth experience'—our goal is to make data observability accessible enough that it truly becomes 'everyone's business,' not just a tool for experts,. We also appreciate the honest note regarding our marketing—we will definitely take that feedback back to the team! Since you mentioned relying on Sifflet for governance and lineage, we wanted to highlight two major enhancements coming in our Q1 2026 Roadmap that directly support your use case: • Lineage V2: We are launching a complete revamp of our lineage interface. This will include new 'transformation' nodes and field-level health status, making it much easier to trace data flows and understand stewardship context at a glance. • Data Catalog Integration: To further support your governance work, we are releasing a General API to integrate deeply with data catalogs (such as Atlan). This allows you to automatically retrieve business terms, tags, and owners, ensuring your governance policies are inextricably linked to your data quality monitoring. We are committed to keeping the platform 'easy to master' while adding the depth you need for stewardship. Validated ReviewerIncentivizedSource: Seller invite AN Verified User in Information Technology and Services 3/31/2026 "Easy to use Monitoring tool" 5/5 What do you like best about Sifflet? I love how i can visually see the state of my data Review collected by and hosted on G2.com. What do you dislike about Sifflet? It can get to a point where there is too much data too fast Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Data Freshness and Observability, It helps me know if there is something wrong in my data pipeline Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: In-app ![Philippe G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Philippe G.") PG Philippe G. 1/20/2026 "Ease of Use, Efficient Data Monitor" 3/5 What do you like best about Sifflet? I like the simplicity of Sifflet and the fact that it is easy to configure. I also appreciate that the monitors are easy to access and set up, which allows for monitoring if data is suddenly lost. Review collected by and hosted on G2.com. What do you dislike about Sifflet? nothing Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? I use Sifflet to monitor the tracking differences of our clients' positions and quickly check if we are suddenly losing data, which is easy to set up. 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-12236010/official_response/edit) Thank you for the wonderful feedback! We are delighted to hear that Sifflet’s simplicity and ease of configuration are standing out for you. Catching 'sudden data loss' is exactly the kind of critical anomaly our Sentinel agent was designed to detect automatically, so you don't have to constantly check dashboards manually. Since you mentioned the value of 'quickly checking' your data health, we wanted to highlight a major enhancement coming in our Q1 2026 Roadmap that will make this even easier: • In-App AI Chat: You will soon be able to simply ask Sifflet questions like 'Did we have any data loss on client position tables today?' or 'What anomalies were detected in the last 48 hours?' to get instant answers without clicking through menus. We are committed to keeping the platform simple and powerful as we scale. Thank you for being a customer! Validated ReviewerIncentivizedSource: Seller inviteAI Translated ![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.) 5/15/2024 "Sifflet for BigQuery Cataloguing" 5/5 What do you like best about Sifflet? It allows an easy integration with BigQuery. Data Lineage is very useful to identify the different steps that made a table. Monitors are useful to detect anomalies, Sifflet helped us intercept early data issues and understand impact faster. Less noise, quicker triage. Review collected by and hosted on G2.com. What do you dislike about Sifflet? It is not possible to limit scraping to some tables within a GCP dataset Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Automation in cataloguing data and monitoring. 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-9653625/official_response/edit) Thank you so much for your positive feedback! We're thrilled to hear that Sifflet's integration with BigQuery, data lineage features, and monitoring capabilities are beneficial to you. Your feedback regarding the limitation of scraping within a GCP dataset is very valuable, and we are working on continuous improvements. If you have any further suggestions or questions, please feel free to reach out. We're here to help! 1/20/2026 Current UserValidated ReviewerIncentivizedSource: Seller invite AN Verified User in Construction 3/11/2026 Business partner of the seller or seller's competitor, not included in G2 scores. "Its a very good data quality tool" 4.5/5 What do you like best about Sifflet? Customized SQL queries, help to identify anomalies on functional data Review collected by and hosted on G2.com. What do you dislike about Sifflet? It can be more user friendly, like introducing tool tip for each feature Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Data Quality tool Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: In-app MC Maxime C. 1/21/2026 "Empowers Business Users and improve trust in your data" 3.5/5 What do you like best about Sifflet? I like the easiness to create monitors even for business users. Review collected by and hosted on G2.com. What do you dislike about Sifflet? Some connectors are not very mature yet and it can have impacts on root cause analysis (lineage) Review collected by and hosted on G2.com. What problems is Sifflet solving and how is that benefiting you? Sifflet helps detect data quality issues and sends alerts. I like the easiness to create monitors even for business users. 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-12239770/official_response/edit) Thank you for your feedback! We are thrilled to hear that Sifflet’s ease of use is empowering your business users to create monitors independently—making data quality 'everyone's business' is a core part of our mission. Regarding your point on connector maturity and its impact on lineage: We fully understand how critical complete lineage is for effective Root Cause Analysis. We are actively working to close these gaps with significant updates arriving in our H1 roadmap: • Lineage V2: We are rolling out a complete revamp of our lineage interface, which includes new 'transformation' nodes and field-level health status to ensure better visibility even across complex integrations. • Deepening Integrations: We are releasing specific improvements to major connectors (including Databricks Jobs and Airflow OAuth support) to ensure links between tables and pipelines are captured more accurately. • Incident Context: we are also enhancing how lineage is displayed directly within the Incident Management screen to make root cause analysis faster and more intuitive. We are committed to maturing our ecosystem coverage to ensure you have the full picture when things break. Validated 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 [Is Baker Tilly worth it as a Sage Intacct channel partner for complex multi-entity deployments, or does a smaller specialist firm like Dean Dorton deliver faster time to value for mid-market organisations?](https://www.g2.com/discussions/is-baker-tilly-worth-it-as-a-sage-intacct-channel-partner-for-complex-multi-entity-deployments-or-does-a-smaller-specialist-firm-like-dean-dorton-deliver-faster-time-to-value-for-mid-market-organisations)[What's the most recommended customer success platform for SaaS companies](https://www.g2.com/discussions/what-s-the-most-recommended-customer-success-platform-for-saas-companies)[Stratix Corporation vs IBM Managed Mobility Services for distributed remote teams: which managed mobility services platform delivers the fastest time to value for teams that cannot afford a long ramp-up?](https://www.g2.com/discussions/stratix-corporation-vs-ibm-managed-mobility-services-for-distributed-remote-teams-which-managed-mobility-services-platform-delivers-the-fastest-time-to-value-for-teams-that-cannot-afford-a-long-ramp-up%20) [Leading CPaaS platforms for enterprise](https://www.g2.com/discussions/leading-cpaas-platforms-for-enterprise)[Which Sage Intacct channel partners have strong references from Fortune 500 companies and experience in regulated industries?](https://www.g2.com/discussions/which-sage-intacct-channel-partners-have-strong-references-from-fortune-500-companies-and-experience-in-regulated-industries)[Pros and Cons Details](https://www.g2.com/products/sifflet/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)