---
title: DCAI Whitepaper 2022
---

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# Data-Centric AI

The Ultimate Guide to the New AI Paradigm

### Download the Whitepaper

Have you ever wondered how to lead your organization towards successful AI/ML projects that will deliver long-term business value? 

Then Data-Centric AI is likely to teach you how to achieve this. This AI field is both a new topic of interest for academics and a set of emerging tools and practices.

By reading this ebook, you’ll get insights on: 

- How training data can make or break your AI project;
- The 8 key benefits of a data-centric approach to AI;
- The best practices and insights for delivering successful machine learning projects that will transform your business. 

*More and more products are powered by machine learning. That’s why it's \[capital\] to think about ethics and to make sure \[its\] impact \[is\] positive.“*

**Clément Delangue**  
**Co-founder & CTO@Hugging Face**

*“Our Data-centric approach to AI*  
*has helped us achieve a categorization of our own categories that is accurate in more than ninety-five percents of the videos.”*

**Andrea Colonna**  
**VP AI@Jellysmack**

*“But the real-world experience of those who put them into production shows that (...) it's often the quality of data (...) that makes your AI project succeed or fail.”*

Edouard D'Archimbaud  
Co-founder & CTO  
@Kili Technology

![Screenshot 2022-09-01 at 18.12.58](https://8683572.fs1.hubspotusercontent-na1.net/hub/8683572/hubfs/Screenshot%202022-09-01%20at%2018.12.58.png?width=120&height=70&name=Screenshot%202022-09-01%20at%2018.12.58.png "Screenshot 2022-09-01 at 18.12.58")

**Labeling Platform for High-quality Data**

One tool to label, find and fix issues, simplify DataOps,

and dramatically accelerate the build of reliable AI

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© 2020 All rights reserved

## Team Member Name

![team-member](https://cdn2.hubspot.net/hubfs/5377389/theme/images/stock-images/team-member-1.png)

Team member bio information.