
ZenML
ZenML is an open-source MLOps framework that helps users create, manage, and deploy machine learning pipelines across different environments.

Veritone
Veritone Attribute provides near real-time performance metrics for broadcast advertisements, correlating them with website analytics to enhance marketing attribution for media broadcasters.

Aporia
Aporia is an AI control platform that monitors and secures AI applications, ensuring model reliability, bias detection, and compliance with security standards.

Verta
Verta is a platform that helps organizations manage the entire lifecycle of machine learning models, from development to deployment and governance.

Kognic
Kognic is a data management platform that processes and analyzes large datasets for ADAS/AD systems, aiding in data-driven decision-making and efficiency.

Imandra
Imandra is a cloud-native automated reasoning engine that analyzes and optimizes algorithms for reliability and efficiency in complex software systems.

Deeploy
Deeploy offers a platform for organizations to implement explainable and accountable AI models, fostering collaboration between AI creators and users.

MLJAR
MLJAR is a data science platform that simplifies machine learning by automating model selection and deployment, with tools for coding, data exploration, and user support.

Kolena
Kolena is an ML testing platform that enables teams to test model performance, identify failure modes, and track gaps for better understanding and communication.

Picsellia
Picsellia is an AI development platform for image processing, enabling users to manage data, track experiments, deploy models, and monitor performance effectively.

ClearML
ClearML is an open-source AI platform that streamlines the creation, deployment, and management of machine learning workflows for enterprises.

UbiOps
UbiOps is a platform for deploying, managing, and monitoring data science and AI models as web services, enhancing productivity and scalability for analytics workflows.

Faros AI
Faros AI consolidates engineering data for improved visibility in software development, facilitating decision-making and resource allocation through integrated analytics.

JFrog
JFrog is a DevOps platform for managing software delivery, providing artifact management, CI/CD automation, and security across multiple deployment environments.

Superb AI
Superb AI is a platform that streamlines data management, annotation, model training, and deployment for machine learning projects, enhancing workflow efficiency.

InRule
InRule is a cloud platform to create, manage, and deploy business rules, decision logic, and workflows, with explainable AI and governance for real-time automated decisions.

Hopsworks
Hopsworks is a collaborative ML platform featuring a modular feature store for managing machine learning features, enabling efficient model deployment and real-time data processing.

Valohai
Valohai is an MLOps platform that streamlines machine learning workflows, automating model training and enabling team collaboration for efficient project management.

censius
Censius is an AI observability platform that provides visibility and management for production ML models, ensuring reliable performance of both structured and unstructured data.

TruEra
TruEra helps enterprises assess and improve machine learning model quality by providing tools for explainability, bias detection, and performance evaluation.

Tenyks
Tenyks offers an MLOps monitoring and validation platform for ML developers, focusing on improving the reliability of software that uses computer vision data.
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