Tag: azure-ai-foundry

4 posts tagged with "azure-ai-foundry"

• Azure AI Foundry vs Azure OpenAI: The 2026 Decision

  May 8, 2026

  Azure AI Foundry vs Azure OpenAI: the rebrand is consolidation, not deprecation. Decision tree, 8 scenarios, and the migration mechanics that bite.

• Claude on Azure: The Marketplace Billing Trap

  May 5, 2026

  Why Microsoft for Startups credits do not cover Claude on Azure Foundry, where Claude Opus 4.7 actually deploys, and the pre-flight checks architects must run before shipping.

• Azure AI Landing Zone: The 2026 Reference Architecture for IT Directors

  April 16, 2026

  Microsoft says you do not need a separate AI landing zone. You need an application landing zone with networking, identity, and data wired right. Here is the 2026 reference architecture.

• Azure OpenAI PTU vs PAYG: The Real Break-Even Table

  March 5, 2026

  Break-even calculators say PTU wins at 150M tokens per month. Real-world utilization breaks that math. Here is the actual table from Microsoft's PTU throughput data, with the utilization curve most architects miss.