Debezium is an open source distributed platform for change data capture.

 Hopsworks Feature Store implicity tracks dependencies between feature groups, training datasets and models.

Cliff.ai is a Business Reliability Platform that helps companies track unexpected changes in your metrics without setting up dashboards or ETL pipelines

Tecton provides an enterprise-ready feature store to make world-class machine learning accessible to every company. 

Feast.dev is the open source part of tecton. It allows teams to define, manage, discover, and serve features.

5X is an end to end data platform built on top of the best in class vendors of the modern data stack.

Seth Rosen

Sarah Krasnik

Alexa Grabell

Valentin Umbach

Tomasz Tunguz

Sarah Catanzaro  

Greg Roodt

Nafsika Tsagkari  

Chad Sanderson

Ravi Suhag

Dan Yelle

Erik Bernhardsson  

Jean Roman  

Enrique Colin

David Jayatillake

Michelangelo D'Agostino  

Fabian Hadiji 

Chen Peng

Reece Chowdhry  

Carmen Rico 

Where there is data, there is the risk of bad data. And bad data is expensive. So it’s no surprise that tools for monitoring and improving data quality are as old as databases themselves.

State of Data Quality Monitoring in 2021

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The tech giants have build unique architectures to manage datasets in large scale machine learning solutions.

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Our cool new house needs one more plank in its foundation.

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Looker and BigQuery: Enterprise digital transformation at Sunrun

An Approach to Data Quality for Netflix Personalization Systems

Prefect is the new standard in dataflow automation , trusted to build, run, and monitor millions of data workflows and pipelines.

Hightouch is a data platform that helps you sync your customer data from your data warehouse to your CRM, marketing, and support tools.

Transform empowers companies to define their most critical metrics, across all teams.

Monte Carlo Data is a data reliability platform that monitors the health of the data & ensures its quality.

Immuta provides a cloud-native data governance platform for organizations to automate data access control, security and privacy compliance.

The Looker Platform for Data delivers insights to user workflows, allowing organizations to extract value from their data. 

dbt is a development framework that combines modular SQL with software engineering best practices to make data transformation reliable, fast, and fun.

Tray.io is the most advanced integration platform for connecting the tools you use every day.

Airbyte is an open-source data integration engine that helps you consolidate your data in your warehouses.

Snowflake is the only data platform built for the cloud for all your data and all your users. Mobilize your data to advance your business.

Endgame makes it easy to observe what’s happening in your trial or free motion, prioritize sales-ready accounts and users based on behavioral signals, and act on them to drive more revenue faster. Its product works by analyzing events from a number of data sources, including product adoption, user behavior, transactional data, sales activity.

Hex is a collaborative data workspace that makes it easy to go from idea to analysis to sharing.  Work in SQL and Python notebooks, collaborate live, and publish interactive data apps anyone can use.

PostHog provides open-source product analytics that you can self host.

Atlan is a modern data workspace that helps data teams collaborate and democratize their enterprise data.

Starburst is the analytics engine for the data mesh. It help companies quickly unlock the value of their data by making it easy to access.

Materialize simplifies application development with streaming data. Materialize is powered by Timely Dataflow.

Actiondesk connects to your SaaS & databases. ‍It helps you pull raw data, build auto-updated reports, dashboards and find the real-time information you need.

Prequel makes is easy to run your best-in-class data stack, so you can focus on generating insights, fast.

Snowplow is a behavioral data platform, built to empower data teams to capture and operationalize behavioral data at scale.

A Decision Intelligence Engine where everyone can leverage their data to quickly understand what’s happening, why it’s happening, and how to take action.


Streamlit is an open-source app framework for creating and deploying data science applications.

Avenue is a simple way to set up alerts and processes for business operations teams.

Databricks combines the best of data warehouses and data lakes into a lakehouse architecture.

Segment is a customer data platform (CDP) that helps companies harness first-party customer data.

Amundsen is a metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

Instagram is an American photo and video sharing social networking service created by Kevin Systrom and Mike Krieger. In April 2012, Meta acquired the service for approximately US$1 billion in cash and stock

Samsung is a South Korean multinational electronics company headquartered in the Yeongtong District of Suwon.

Instacart is an American company that operates a grocery delivery and pick-up service in the United States and Canada. The company offers its services via a website and mobile app. The service allows customers to order groceries from participating retailers with the shopping being done by a personal shopper.

Amazon.com, Inc. is an American multinational technology company which focuses on e-commerce, cloud computing, digital streaming, and artificial intelligence. It is one of the Big Five companies in the U.S. information technology industry, along with Google, Apple, Microsoft, and Facebook.

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State of Data Quality Monitoring in 2021

Here is What Happens If You Decouple You...

How LinkedIn, Uber, Lyft, Airbnb and Net...

The missing piece of the modern data sta...

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