• HOME
  • CATEGORIES

    • CATEGORIES

    • Application Development

      • Observability Platforms
      • Integrated Development Environment (IDE) Software
      • Enterprise Agile Planning Tools
      • Integration Platform as a Service
      • AI-Augmented Software Testing Tools
      • View All
    • Artificial Intelligence

      • AI Code Assistants (Transitioning to AI Coding Agents)
      • Generative AI Knowledge Management Apps/General Productivity
      • AI Application Development Platforms
      • Conversational AI Platforms
      • Artificial Intelligence Applications in IT Service Management (Transitioning to AI Applications in IT Service Management)
      • View All
    • Cloud Computing

      • Backup and Data Protection Platforms
      • Cloud Database Management Systems
      • Strategic Cloud Platform Services
      • Server Virtualization (Transitioning to Server Virtualization Platforms)
      • Hybrid Cloud Storage
      • View All
    • Customer Relationship Management

      • Contact Center as a Service
      • CRM Customer Engagement Center
      • Digital Experience Platforms
      • Web Content Management
      • Field Service Management
      • View All
    • Data and Analytics

      • Analytics and Business Intelligence Platforms
      • Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning)
      • Data Integration Tools
      • Process Mining Platforms (Transitioning to Process Intelligence Platforms)
      • Metadata Management Solutions
      • View All
    • Education

      • Manager and Leadership Training
      • Corporate Learning Technologies
      • eLearning Authoring Tools
      • Higher Education Student Information System Software as a Service (Transitioning to Higher Education SaaS Student Information Systems)
      • Digital Learning Content Providers
      • View All
    • Enterprise Networking and Communications

      • Unified Communications as a Service
      • Global WAN Services
      • Edge Distribution Platforms
      • Intranet Packaged Solutions
      • SD-WAN
      • View All
    • Finance

      • Expense Management Software
      • Financial Close and Consolidation Solutions
      • Financial Planning Software
      • Cloud Financial Management Tools
      • Accounts Payable Applications
      • View All
    • Healthcare and Life Sciences

      • Medical Device Security Solutions (Transitioning to Medical Device Risk Management Platforms)
      • Health Navigation Solutions
      • Claim Editor Software
      • Digital Health Platforms (Transitioning to Healthcare Provider Industry Cloud Platforms)
      • Revenue Cycle Management Software (Transitioning to Revenue Cycle Management Solutions)
      • View All
    • Human Resources

      • Employee Recognition and Reward Systems
      • Workforce Management Applications (Transitioning to Workforce Management (WFM) Technology)
      • Digital Employee Experience Management Tools
      • Talent Acquisition (Recruiting) Suites
      • Cloud HCM Suites for Regional and/or Sub-1,000 Employee Enterprises
      • View All
    • IT Infrastructure and IoT

      • Enterprise Wired and Wireless LAN Infrastructure (Transitioning to Enterprise Wired and Wireless LAN)
      • IT Service Management Platforms
      • Endpoint Management Tools
      • Container Management
      • Infrastructure Monitoring Tools
      • View All
    • IT Security

      • Endpoint Protection Platforms
      • Email Security
      • Managed Detection and Response
      • Security Information and Event Management
      • Security Awareness Computer-Based Training
      • View All
    • Legal

      • Contract Life Cycle Management
      • Electronic Signature
      • Governance, Risk and Compliance Tools, Assurance Leaders
      • Compliance Monitoring Solutions
      • Corporate Governance Services
      • View All
    • Manufacturing

      • Enterprise Asset Management Software
      • Manufacturing Execution Systems
      • Global Industrial IoT Platforms
      • PLM Software in Discrete Manufacturing Industries
      • Computer-Aided Design (CAD) Software
      • View All
    • Marketing

      • Video Editing Software
      • Email Marketing
      • Multichannel Marketing Hubs
      • Voice of the Customer Platforms
      • Customer Data Platforms
      • View All
    • Productivity and Collaboration

      • Document Management
      • Visual Collaboration Applications
      • Collaborative Work Management
      • Knowledge Management (KM) Software
      • Adaptive Project Management and Reporting
      • View All
    • Public Sector and Government

      • Government ERP Solutions
      • Government Budgeting and Planning Solution
      • Cloud-Based ERP for U.S. Local Government
      • Citizen Service Delivery
      • Government Contracting Software
      • View All
    • Retail

      • Digital Commerce
      • Digital Commerce Payment Vendors (Transitioning to Digital Commerce Payment Platforms)
      • Retail Workforce Management Applications (Transitioning to Retail Workforce Management Technology)
      • Retail Assortment Management Applications: Long Life Cycle Products
      • Digital Shelf Analytics
      • View All
    • Sales

      • Revenue Enablement Platforms
      • Configure, Price and Quote Applications
      • Sales Force Automation Platforms (Transitioning to CRM Sales Platforms)
      • Revenue Intelligence (Transitioning to Revenue Action Orchestration)
      • Sales Performance Management
      • View All
    • Supply Chain Management

      • Supply Chain Planning Solutions
      • Transportation Management Systems
      • Warehouse Management Systems
      • Real-Time Transportation Visibility Platforms
      • Supply Chain Strategy, Planning and Operations Consulting
      • View All
    • Utilities

      • Geospatial Information Systems for Energy and Utilities
      • Mobile Workforce Management Software for Utilities (Transitioning to Mobile Workforce Management Solutions for Power and Utilities)
      • Energy Management and Optimization Systems
      • Energy Trading and Risk Management
      • Advanced Distribution Management Systems
      • View All
    • Browse All Categories
  • FOR VENDORS

    • FOR VENDORS

    • Log In to Vendor Portal
    • Get Started
  • REVIEWS

    • REVIEWS

    • Write a Review
    • Product Reviews
    • Vendor Directory
    • Product Comparisons
  • GARTNER PEER COMMUNITY™
  • GARTNER.COM
  • Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQPrivacyTerms of Service
    ©2026 Gartner, Inc. and/or its affiliates.
    All rights reserved.
  • Categories

      • Application Development
      • Artificial Intelligence
      • Cloud Computing
      • Customer Relationship Management
      • Data and Analytics
      • Education
      • Enterprise Networking and Communications
      • Finance
      • Healthcare and Life Sciences
      • Human Resources
      • IT Infrastructure and IoT
      • IT Security
      • Legal
      • Manufacturing
      • Marketing
      • Productivity and Collaboration
      • Public Sector and Government
      • Retail
      • Sales
      • Supply Chain Management
      • Utilities
      Browse All Categories

      Application Development

      69 markets
      • Observability Platforms
      • Integrated Development Environment (IDE) Software
      • Enterprise Agile Planning Tools
      • Integration Platform as a Service
      • AI-Augmented Software Testing Tools
      • API Management
      • Enterprise Low-Code Application Platforms
      • Robotic Process Automation
      • Business Orchestration and Automation Technologies
      • Business Process Automation Tools
      • DevOps Platforms (Transitioning to DevSecOps Platforms)
      • Enterprise Architecture Tools
      • Custom Software Development Services
      • Code Review Tools
      • Domain Registrars
      • Digital Adoption Platforms
      • Game Engine Software
      • Website Builders
      • Public Cloud IT Transformation Services (Transitioning to Public Cloud Optimization and Transformation Services)
      • Developer Productivity Insight Platforms
      • API Generation Software
      • AI Agents for Application Developers
      • Feature Management
      • Application Platforms (Transitioning to Cloud-Native Application Protection Platforms)
      • Application Crowdtesting Services
      • Prototyping Software
      • Mobile App Analytics
      • Virtual Reality Development Software
      • Green Software Engineering
      • Application Integration Platforms
      • Test Data Management
      • Application Testing Services, Worldwide (Transitioning to Quality Engineering Services)
      • Event Brokers
      • AI-Augmented Code Modernization Tools
      • Microsoft 365 Implementation and Support Services
      • Application Development Life Cycle Management (Transitioning to DevOps Platforms)
      • Digital Twin of an Organization Platforms
      • Independent Third-Party Software Support of Megavendors
      • BPM-Platform-Based Case Management Frameworks
      • Microsoft Product Support Services
      • Product Roadmapping Tools for Software Engineering
      • AI Agent Development Platforms for Software Engineering
      • Application Composition Platform
      • Multiexperience Development Platforms
      • Application Portfolio Management Tools
      • Internal Developer Portals
      • Load Testing Tools
      • Mobile Development Frameworks
      • Cloud Development Environments
      • B2B Gateway Software
      • SAP S/4HANA Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • Blockchain Consulting and Proof-of-Concept Development Services
      • Citizen Application Development Platforms
      • Mobile Application Testing Services
      • API and MCP Testing Tools
      • Value Stream Management Platforms
      • Oracle Cloud Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • SAP Application Services, Worldwide
      • SAP SuccessFactors Service Providers (Transitioning to Cloud ERP Services)
      • Service Mesh
      • Business-Outcome-Driven Enterprise Architecture Consulting (Retired)
      • Oracle Application Services, Worldwide (Transitioning to Cloud ERP Services)
      • Rapid Mobile App Development Tools
      • SAP Selective Test Data Management Tools
      • Augmented Reality Development Software
      • Blockchain as a Service
      • Mobile Application Management (Transitioning to Endpoint Management Tools)
      • Mobile Back-End Services
      • R&D Outsourcing Providers
      View More
  • For Vendors

    • Log In to Vendor Portal 

    • Get Started 

  • Write a Review

Join / Sign In
  1. Home
  2. /
  3. Sifflet
Logo of Sifflet

Sifflet

bySifflet
in Data Observability Tools
4.3

Overview

Product Information on Sifflet

Updated 13th October 2025

What is Sifflet?

Sifflet is a data observability software designed to help organizations monitor, manage, and improve the quality of their data across various environments. The software offers features such as automated data lineage tracking, data quality checks, anomaly detection, and incident management to support data reliability. By providing visibility into the data lifecycle and alerting users to potential issues, the software assists businesses in addressing challenges related to maintaining trusted data assets, reducing downtime, and ensuring that data-driven processes operate effectively. Sifflet enables teams to proactively identify inconsistencies and improve data governance, facilitating informed decision-making by keeping data infrastructure stable and transparent.

Sifflet Pricing

Sifflet software uses a pricing model based on usage and the number of data assets monitored. The software typically offers tiered plans that scale according to features, volume of data sources, and support requirements. Pricing is generally customized for enterprise needs and may involve annual or monthly enterprise subscription agreements.

Overall experience with Sifflet

Manager, Human Resources
500M - 1B USD, Consumer Goods
FAVORABLE

“Helpful tool for keeping track of data pipeline health.”

4.0
Mar 18, 2026
Sifflet has been useful in getting better visibility into the health of our data pipelines. It helped me quickly notice when datasets were not updating as expected, which saved time troubleshooting issues in dashboard.
There are no reviews in this category.
CRITICAL

About Company

Company Description

Updated 21st November 2023

Sifflet functions as a modern data observability platform designed to assist enterprise organizations in addressing data challenges and improving the overall data experience for stakeholders. By using Sifflet, organizations can efficiently organize data within their stack, making it easily accessible for business consumers while ensuring the timeliness and reliability of consumed data. The platform serves as a comprehensive end-to-end solution for the modern data stack, featuring data quality monitoring, metadata management, and a data catalog with lineage capabilities. Whether data is in transit or at rest, data practitioners can identify data quality anomalies, pinpoint root causes, and assess business impact. Sifflet provides a robust feature set, including over 50 quality checks, extensive column-level lineage, and more so that companies can gain control of their and extract the most value from it.

Company Details

Updated 21st November 2023
Company type
Private
Year Founded
2021
Head office location
Paris, France
Number of employees
11 - 50
Website
http://www.siffletdata.com

Do You Manage Peer Insights at Sifflet?

Access Vendor Portal to update and manage your profile.

Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: Sifflet

Sifflet Likes & Dislikes

Like

1- it makes it easier to see when something unusual happens in the data, like missing values or unexpected changes in volume. 2- Instead of manually verifying datasets every day, the automated alerts help me identify when something looks wrong. 3- When multiple pipelines are running, I like having a single place where I can quickly see if everything is working as expected instead of having to open and check several different tools.

Like

Being so comprehensive and fully integrated, the UI is quite user friendly and easy to navigate. The end-to-end lineage and data checks are impressive. Moreover, its AI powered monitoring with fast implementation makes it exceptional.

Like

- Their easy data source connector will get you set up in a matter of hours. They are connected to loads of different data sources, and even have a universal adapter for manual declarations or sources they don't support yet. - The easy to use UI makes it simple to use and easy to navigate to the areas you need. You can customise domains which means only certain people can see certain assets. - The documentation for using the tool as well as their API are second to none. It's all very simple to use but if you do ever need to use the docs, they're incredibly helpful. - The customer service, engagement, and passion when interacting with Sifflet is amazing. They're genuinely invested in your success and it feels like you're forging a better data future together.

Dislike

1- Sometimes when an alert is triggered, I still need to dig deeper in other tools to fully understand the root cause. 2- Setting up monitoring rules that match the real behavior of the data took some trial and error. 3- I sometimes wished for more Real life examples or step by step scenarios, especially when configuring more advanced monitoring rules.

Dislike

The customization is limited and already fixed, not flexible. The implementation for large scale can be cumbersome. Sometimes it gives false positive alerts which are not only a waste of time but hard to explain. Few implementation gaps can exist that vary tool to tool.

Dislike

In complex stacks where the lineage can be very long, it can be harder to navigate to the specific area in the stack you want. The lineage is there, you just have to navigate through lots of relationships, assets, intermediate/supporting assets etc.

Top Sifflet Alternatives

Logo of Monte Carlo
1. Monte Carlo
4.7
(56 Ratings)
Logo of Bigeye AI Trust Platform
2. Bigeye AI Trust Platform
4.6
(17 Ratings)
Logo of Synq
3. Synq
4.7
(11 Ratings)
View All Alternatives

Peer Discussions

Sifflet Reviews and Ratings

4.5

(4 Ratings)

Rating Distribution

5 Star
50%
4 Star
50%
3 Star
0%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.0

Integration & Deployment

4.3

Service & Support

4.8

Product Capabilities

4.5

Filter Reviews
Sort By:
Most helpful
Last 12 Months
Star Rating
Reviewer Type
Reviewer's Company Size
Reviewer's Industry
Reviewer's Region
Reviewer's Job Function
  • Manager, Human Resources
    50M-1B USD
    Consumer Goods
    Review Source

    Helpful tool for keeping track of data pipeline health.

    4.0
    Mar 18, 2026
    Sifflet has been useful in getting better visibility into the health of our data pipelines. It helped me quickly notice when datasets were not updating as expected, which saved time troubleshooting issues in dashboard.
  • Software Engineer
    1B-10B USD
    Media
    Review Source

    Sifflet Provides End-to-End Data Observability With Implementation ease

    5.0
    Mar 31, 2026
    As a data engineer, it is important to use a data observability tool and Sifflet is one of the best tools to handle and take care of the data quality and reliability. It is a tool for the end-to-end process of data pipelines from root cause analysis to data catalog and lineage. I call it a full stack observability tool. It makes the business aware of itself and works like an eye for the data.
  • SENIOR ANALYTICS ENGINEER
    50M-1B USD
    Software
    Review Source

    Enabler of Observability, Governance, and Trust in Data!

    5.0
    Jan 7, 2025
    Sifflet provides full stack lineage; it really helps you understand where it's coming from, how it's being transformed, and where it's ending up. It demystifies data in context of the asset you're looking at can help all types of personas understand and use data. Sifflet is dedicated to improvement, their friendly and engaging customer success reps are always open to feedback, improvements, and working together.
  • Data & Integration manager
    10B+ USD
    Transportation
    Review Source

    Data Observability & quality feedback

    4.0
    Nov 15, 2024
    Product is easy to use and powerful, the vendor is helpful willing to help clients. Product lacks a little maturity.
Showing Result 1-4 of 4

Recommended Gartner Insights

  • Market Guide for Data Observability Tools

Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

This site is protected by hCaptcha and its Privacy Policy and Terms of Use apply.


Software reviews and ratings for EMMS, BI, CRM, MDM, analytics, security and other platforms - Peer Insights by Gartner
Community GuidelinesListing GuidelinesBrowse VendorsRules of EngagementFAQsPrivacyTerms of Use

©2026 Gartner, Inc. and/or its affiliates.

All rights reserved.