14 Best Explainable Artificial Intelligence Xai Startups to Watch in 2025

The Definitive Seedtable Ranking of Explainable Artificial Intelligence Xai Startups

We track 71,000+ companies and rank them dynamically using our Seedtable Score – a score that uses quantitative and qualitative data points to signal the momentum behind a company. We then monitor the list manually leveraging our expertise as founders and investors.

There are 14 start-ups with an aggregate funding of $1.7b. The average funding per company in this subset is $120.7m.

Last update to the database: Feb 18, 2025. See changelog.

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Humanloop logo

Humanloop

Humanloop is a platform for annotating, training, and deploying natural language processing (NLP) models.

4

Funding Rounds

$5.3m

Money raised

DataRobot logo

DataRobot

DataRobot sells a machine learning platform that helps users build and deploy accurate predictive models. The Boston-based company was founded in 2012 by Jeremy Achin.

10

Funding Rounds

$1.0b

Money raised

H2O.ai logo

H2O.ai

H2O.ai is the creator of H2O, an open-source machine learning and artificial intelligence platform.

8

Funding Rounds

$251.1m

Money raised

KenSci logo

KenSci

KenSci offers an enterprise-class predictive analytics solution for healthcare providers.

2

Funding Rounds

$30.5m

Money raised

Virtualitics logo

Virtualitics

Virtualitics is a Pasadena, California-based artificial intelligence and data exploration company developing AI-powered analytical capabilities for data scientists and business users and strategic decision-making.

5

Funding Rounds

$69.4m

Money raised

KYNDI logo

KYNDI

A company with an explainable artificial intelligence platform that can analyze data for government, financial services, and healthcare. It was founded in 2014 and is located in San Mateo, California.

9

Funding Rounds

$28.5m

Money raised

Fiddler Labs logo

Fiddler Labs

Fiddler Labs is an artificial intelligence engine which focuses on solutions which are transparent, explainable and understandable for data scientists, product owners and businesses to deploy machine learning models at scale.

6

Funding Rounds

$45.2m

Money raised

Alation logo

Alation

Alation is a Redwood City, California-based company founded in 2012 by Venky Ganti, Aaron Kalb and Satyen Sangani.

5

Funding Rounds

$192.0m

Money raised

Diveplane logo

Diveplane

Diveplane is a Raleigh, North Carolina-based company founded in 2018.

2

Funding Rounds

$3.5m

Money raised

Factmata logo

Factmata

Factmata is a company that provides AI-enhanced digital marketing.

5

Funding Rounds

$3.0m

Money raised

DarwinAI logo

DarwinAI

A company offering a platform for the development of artificial intelligence.

2

Funding Rounds

$3.0m

Money raised

Dynamic Ideas logo

Dynamic Ideas

Dynamic Ideas is a company which publishes technical books through Dynamic ideas Publishing and offers transportation management tools through Dynamic Ideas Routing. The company offers AI and analytics consulting and products as well

8

Funding Rounds

$2.0m

Money raised

ArthurAI logo

ArthurAI

Company developing AI systems intended to help businesses monitor models and automate decision making.

1

Funding Rounds

$15.0m

Money raised

Staircase AI logo

Staircase AI

Staircase AI is an uncover your blind spots from customer communications founded in 2021.

1

Funding Rounds

$4.0m

Money raised