AI Infrastructure Landscape

The latest version of our AI Infrastructure landscape, released Sep 14, 2022, was totally redesigned for clarity and readability. Now you can easily see the categories and which platforms can handle various workflows and workloads in your evolving environment.  We also added some notable platforms that were missing from the original version of the landscape released in Dec 2021.  Lastly, there’s also a high quality PDF version that you can download, so you can zoom and take a better look.

  • AIIA Member
  • Open Source Software
  • Full
  • Partially
IT Infrastructure
Data Labelling
Synthetic Data
Data Versioning & Management
Exploratory Data Analysis (EDA)
Feature Stores
Code Management
Model Development
Distributed Training
Hyperparameter Tuning
Experiment Tracking & Metadata Store
Model Repository
Model Inference
Model Deployment
Model Testing / Validation
Monitoring / Observability
Interpretation / Explainability
Team Management
Orchestration
Machine Learning Security
Dashboards
AutoML

IT Infrastructure

Solution Integrators

Community

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