Enterprise IT / AI

Data Quality

EXECUTION STRENGTHMARKET STRENGTHLEADERHIGHFLIEROUTPERFORMERCHALLENGER

What is Data Quality?

Companies in this market are developing solutions to help AI teams minimize the downstream effects of poor quality data on AI performance. This market includes data observability platforms, data curation and bias detection tools, and software to identify errors in data labeling.

Selling a product or service?
Reach more buyers.

Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.

Claim your CB Insights Profile

Leaders

Leaders are the most established service providers in the market and possess the breadth to address various customer needs.

See why these companies made it as leaders for Data Quality. These companies include Monte Carlo and Anomalo.

Monte Carlo logo
Monte Carlo

United States

Monte Carlo is on a mission to accelerate the world's adoption of data by minimizing data downtime. The company monitors, alerts, resolves, and prevents data quality issues, helping companies achieve data reliability.

Key People

Lior Gavish, Barr Moses

Anomalo logo
Anomalo

United States / Founded Year: 2018

Anomalo provides data validation and documentation services for developers.

Known Partners

Snowflake Computing

Key People

Jeremy Stanley, Elliot Shmukler

L
Lightly

Switzerland / Founded Year: 2019

Lightly operates as a data preparation dev-toolbox for machine learning and provides all the needed elements for data preparation, such as anonymization, augmentation, and filtering.

Known Partners

Diffgram

Key People

Igor Susmelj, Matthias Heller

Highfliers

Highfliers are the most innovative service providers in the market and possess the resources to address evolving customer needs.

See why these companies made it as highfliers for Data Quality. These companies include Bigeye.

Bigeye logo
Bigeye

United States / Founded Year: 2019

Bigeye provides software that makes it easy for teams to see whether data is precise.

Key People

Kyle Kirwan, Egor Gryaznov

Outperformers

Outperformers are the most specialized service providers in the market and possess the expertise to address unique customer needs.

See why these companies made it as outperformers for Data Quality. These companies include Aquarium Learning and LIghtup.

A
Aquarium Learning

United States / Founded Year: 2020

Aquarium democratizes access to machine learning by giving practitioners everywhere access to the same powerful tooling that was previously only available to sophisticated tech giants.

Key People

Quinn Johnson, Peter Gao

L
LIghtup

United States / Founded Year: 2019

Lightup enables data-driven businesses to achieve their full potential. The platform allows businesses the ability to continuously measure the performance of their data-driven operations at fine granularity across the entire pipeline. Lightup is enabling businesses to continuously track vitals of their data-driven operations at the finest granularity, catch problems before their customers do, and fix them before they impact the business.

Key People

Rajiv Ramanathan, Manu Bansal

Challengers

Challengers are the most promising service providers in the market and possess the agility to address emerging customer needs.

See why these companies made it as challengers for Data Quality. These companies include Databand.

Databand logo
Databand

Israel / Founded Year: 2019

Databand develops a software platform for agile machine learning development. The company is developing a framework that aims to offer cross-team standardization and complete visibility for project stakeholders.

Key People

Josh Benamram, Evgeny Shulman, Victor Shafran

What is Data Quality?

Companies in this market are developing solutions to help AI teams minimize the downstream effects of poor quality data on AI performance. This market includes data observability platforms, data curation and bias detection tools, and software to identify errors in data labeling.

Selling a product or service?
Reach more buyers.

Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.

Claim your CB Insights Profile