Best MLOps software for Startup (1-50)

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

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

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.

Astronomer: Managed Apache Airflow platform for running, managing, and scaling data orchestration workflows.

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

Nebius: AI cloud platform formerly part of Yandex offering full-stack AI infrastructure and managed services.

KNIME: Open-source analytics platform for creating data science workflows with visual programming and ML capabilities.

Remyx AI: Custom AI model platform for fine-tuning and deploying computer vision models without ML expertise.