AI Automation Tools ⚙️
Top AI Software Tools, Apps and Platforms
Elyra AI Pipeline
Visual workflow editor
- Data Scientists 📊
- Notebook-based MLOps Pipelines 🧠
- Visual AI Workflows 🎛️
Seldon Core
Open-source model deployment.
- ML Engineers 🤖
- Kubernetes Model Serving 🚢
- Model Deployment 🚀
Metaflow
Human-centric ML infrastructure.
- Data Teams 📊
- Data Science Workflow Tool 🚀
- ML Infrastructure 🧱
Kubeflow
Kubernetes-native ML platform.
- ML Ops Teams 🤖
- ML & MLOps Platform 🌐
- Kubernetes ML Toolkit ☸️
Prefect
Modern workflow orchestration.
- Data Teams 📊
- Workflow Orchestration 📅
- Workflow Orchestration 🔄
Airflow
Programmatic workflow scheduler.
- Data Engineers 👨💻
- Data Pipeline Scheduler 🛠️
- Pipeline Scheduler ⏱️
Ray
Distributed computing framework.
- ML Engineers 🤖
- Distributed ML & Serving Framework 🚀
- Distributed Computing 🌐
