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Part - 2: The SaaS AI Scale-Up: The Multi-Tenant Architecture

Part - 2: The SaaS AI Scale-Up: The Multi-Tenant Architecture

One shared 8B base plus a 50MB LoRA adapter per customer gives you 1,000 specialists without 1,000 GPUs.

Sep 1, 2026

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3 min read

Part-1: The SaaS AI Scale-Up: The Task-Specific Specialist

Part-1: The SaaS AI Scale-Up: The Task-Specific Specialist

Traditional ML can't read a demo request, and a 70B LLM is too slow and costly to fix it. A fine-tuned 8B specialist can.

Aug 30, 2026

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3 min read

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