Small Models in Production: When Phi-4 and 8B Llama Win
Frontier models are the default. Defaults are how teams overpay on LLM bills. Three workloads where small models (Phi-4, Llama 3.x 8B, Mistral Small) outperform on cost-per-decision without losing meaningfully on quality, three workloads where they do not, and the two-tier production pattern that cost-conscious teams converge on after a quarter of evaluation work.
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Microsoft Foundry: The Enterprise Agent Factory - Microsoft Ignite 2025
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Running AI Agents in Production with Azure App Platform - Microsoft Ignite 2025
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Enterprise AI Agents at Production Scale: Architecture, Security, and Real-World Impact - Microsoft Ignite 2025
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