Kumo

Kumo

Generates and deploys predictive models using AI

About

Kumo.ai specializes in creating and deploying predictive models that help organizations make accurate forecasts for critical tasks. Their platform uses Graph Neural Networks to analyze raw relational data, which means it can generate predictions without needing extensive manual data preparation. This approach leads to better accuracy and efficiency while also reducing infrastructure costs by eliminating the need for complex data processing systems. Kumo.ai's platform supports the entire Machine Learning lifecycle, from data preparation to model deployment, and is designed to deliver quick returns on investment for various applications, including customer retention and fraud detection. Unlike many competitors, Kumo.ai offers both Software as a Service and Private Cloud options, making it adaptable for businesses of all sizes. The goal of Kumo.ai is to provide reliable predictive insights that enhance decision-making and operational efficiency for its clients.

Company Stage

Series B

Employees

51-200

Industries

Enterprise Software, AI & Machine Learning

Total Funding

$54.5M

Headquarters

N/A

Founded

2021


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Simplify's Take

What believers are saying

  • The partnership with Snowflake enhances Kumo.ai's scalability and ease of use, making it more attractive to data scientists.
  • The recent $18 million Series B funding led by Sequoia Capital provides financial stability and resources for further innovation.
  • Kumo.ai's SQL-like Predictive Querying Language simplifies model creation, enabling rapid deployment and broader adoption.

What critics are saying

  • The competitive landscape in predictive AI is intense, with major players like Google and OpenAI posing significant threats.
  • Reliance on partnerships, such as with Snowflake, could limit Kumo.ai's flexibility and independence.

What makes Kumo unique

  • Kumo.ai leverages Graph Neural Networks to eliminate the need for manual feature engineering, setting it apart from traditional ML platforms.
  • The platform's end-to-end capabilities, from data preparation to deployment, streamline the entire ML lifecycle, unlike competitors that require multiple tools.
  • Kumo.ai's high availability SLAs and SOC2 compliance offer robust security and reliability, appealing to enterprise clients.

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Growth & Insights
Headcount

6 month growth

29%

1 year growth

34%

2 year growth

105%

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