AI Infrastructure Landscape

We’ve updated our AI Infrastructure landscape to bring brand new categories that reflect the ever-changing nature of modern AI.  With foundation models, AI driven applications, vector databases, agents and LLMs taking the world by storm, we expanded our scope to showcase the next-gen of AI/ML platforms.  As of Sept 11, 2023, we’ve added 7 new categories and more than 60 new companies and open source projects.  We also updated many of the existing companies in the chart.  We update this chart constantly, so expect more over the coming weeks and months as we find fantastic new companies and projects. 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
Foundation Models
Vector DB
Agent Framework
AI Middleware
LLMOps
AI Driven Apps
Alignment Tools

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Report - AI Ecosystem

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