Datafold offers a cloud-based quality assurance & monitoring solution for analytical data. The solution enables the users to automate the quality assurance of analytical data. It verifies the data to prevent data corruption every time a developer makes a change that impacts the data in production. It also provides integration over PostgreSQL, etc.

Datafold gives you confidence in your data quality through diffs, profiling, and anomaly detection — all integrated into your existing infrastructure & CI

datafold is the fastest way to validate dbt and sql code during development, deployment, and migrations

You make important business decision based on data. Sifflet ensures the data is reliable, traceable and easy to navigate.

Sifflet is a Data Observability platform, designed to make Data Quality Monitoring Actionable, and optimise the resources of Data teams. We are on a mission to help companies bring more trust to their data, and fasten data driven decision making. We rely on ML to automate Data Quality Monitoring and send actionable insights to both Data Engineers and Data Consumers.

Overview	Datafold	Sifflet
Categories	Data Quality Monitoring	Data Quality Monitoring
Stage	Early Stage	Early Stage
Target Segment	Enterprise, Mid size	Mid size, Enterprise
Deployment	SaaS	SaaS
Business Model	Commercial	Commercial
Pricing	Freemium	Custom, Usage based
Location	California, US	Paris, France
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