Kolena

Kolena

Machine learning testing and evaluation platform

About

Kolena provides a machine learning testing platform that helps teams evaluate the behavior of their models. The platform enables users to identify and monitor failure modes, which gives insights to engineering teams, leadership, and customers about how well the models are performing. By highlighting performance gaps, Kolena plays an important role in the machine learning lifecycle, ensuring that models are thoroughly tested and validated. The company focuses on serving ML teams across different industries that need reliable testing solutions. Kolena operates on a subscription-based model, generating revenue through recurring fees from clients. Its main goal is to improve the reliability and performance of machine learning models, which in turn supports better decision-making and enhances operational efficiency for its users.

Company Stage

Series A

Employees

11-50

Industries

Data & Analytics, AI & Machine Learning

Total Funding

$19.2M

Headquarters

San Francisco, California

Founded

2021


Simplify Jobs

Simplify's Take

What believers are saying

  • Growing interest in explainable AI boosts demand for Kolena's transparency-focused platform.
  • Kolena can capitalize on the rise of AI model monitoring tools.
  • Increasing MLOps adoption drives demand for robust testing solutions like Kolena's.

What critics are saying

  • Competition from established platforms like Weights & Biases threatens Kolena's market share.
  • Rapid AI model development may outpace Kolena's testing framework updates.
  • Potential regulatory changes could require costly adaptations to Kolena's platform.

What makes Kolena unique

  • Kolena offers a unique model quality framework for AI testing.
  • The platform provides both unit and end-to-end testing for AI models.
  • Kolena's insights help identify gaps in AI model test data coverage.

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Growth & Insights
Headcount

6 month growth

2%

1 year growth

9%

2 year growth

33%

Benefits

Health benefits

Unlimited PTO

Month stipends

Flexible work environment

Company offsites

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