Microsoft Azure · AI/ML

Foundry Models

Foundry Models on Azure delivers generative AI capabilities through models-as-a-service, offering pre-packaged options for immediate deployment. It supports fine-tuning workflows, letting teams adapt existing architectures to specific data without building from scratch. The service handles the underlying infrastructure, providing ready-to-use endpoints for inference and customization tasks within the Azure ecosystem.

This setup suits organizations already committed to Azure who need quick access to tuned generative models without managing complex infrastructure. The main friction point is the strict pay-as-you-go pricing structure, as there is no free tier available. You pay for every inference or fine-tuning operation, which requires careful budget tracking for experimental or low-volume projects.

• Free tier No
• Pricing Pay as you go
• Regions 12 · 6 continents
• SLA uptime 99.99%
• Compliance 13 certifications
• Provider health A