
KNIME
Machine Learning Platforms
Open-source analytics platform for creating data science workflows with visual programming and ML capabilities.
Price$19+ / month
Compare MLOps products.

Machine Learning Platforms
Open-source analytics platform for creating data science workflows with visual programming and ML capabilities.
Price$19+ / month

CI/CD Platforms
Buildkite is a CI/CD platform that runs build agents on your own infrastructure while providing a managed web interface for pipeline orchestration.
Price$25 / user / month

Cloud Infrastructure
Modal is a serverless cloud platform for running AI inference, data processing, and compute-intensive tasks with automatic scaling, GPU access, and pay-per-second pricing.
PriceUsage-based

Generative AI Platforms
AI platform providing pre-built ML solutions and custom model development for enterprise prediction and optimization.
Price$10+ / seat / month

Cloud Infrastructure
Distributed cloud infrastructure providing GPU compute at the edge for AI workloads and content delivery.
PriceUsage-based

AI Safety & Guardrails
Enterprise AI platform from Israel for production-grade ML deployments.

ETL Pipeline Monitoring
Prefect is a workflow orchestration platform for data engineering that provides scheduling, monitoring, and management of complex data pipelines with Python-native task definitions.

Cloud Infrastructure
AI cloud platform formerly part of Yandex offering full-stack AI infrastructure and managed services.
Feature Stores
Enterprise AI applications platform for data teams building feature stores and production decision systems.

Data Pipeline Orchestration
Managed Apache Airflow platform for running, managing, and scaling data orchestration workflows.

AI Annotation and Labeling
Encord provides a full-stack data annotation platform for ML teams working with multimodal, regulated, or large-scale data, combining annotation, management, and quality assurance.

AI Infrastructure
Fal.ai provides inference and workflow infrastructure for image, video, and other generative media applications.

Computer Vision Platforms
Custom AI model platform for fine-tuning and deploying computer vision models without ML expertise.

AI Annotation and Labeling
Data labeling platform behind Label Studio open source with enterprise features.

AIOps Platforms
Japanese AI platform company (partnered with NTT Data) offering retail analytics, generative AI and process automation.

Computer Vision Platforms
Computer vision data platform providing labeling, model training, and deployment in one workflow.

AI Anomaly Detection
Time-series AI platform that detects anomalies and patterns in industrial operations data for defense and manufacturing. Acquired by IFS in 2024.

AI Evaluation and Testing
AI platform delivering annotation, evaluation, and red teaming for enterprise LLMs including adversarial testing for safety and security.