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The Fort AI Agency Blog

Insights on AI implementation, business automation, and the future of enterprise technology

Split screen comparison showing chaotic RAG retrieval at query time versus calm, organized pre-analysis with pre-computed embeddings and instant 47ms response
FeaturedOctober 30, 2025· 15 min read

RAG is Dead. Long Live Pre-Analysis.

Why real-time retrieval can't keep up with AI's appetite for context - and what actually works.

Everyone's building RAG systems. But here's the uncomfortable truth: RAG can't scale. When your AI needs 200K tokens of context and your APIs timeout at 5 minutes, you don't have an AI problem. You have an infrastructure problem masquerading as innovation.

The Fort AI Agency

Enterprise AI Implementation Specialists

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AI Infrastructure Reality: Why Your AI Integrations Keep Timing Out
October 29, 2025· 15 min read

You Can't Actually Use AI Without This. And Nobody's Telling You.

Everyone's rushing to "add AI" to their systems. But here's the truth nobody talks about: You can't actually leverage AI's full capability without rebuilding your backend first. The AI revolution isn't being held back by the AI. It's being held back by the infrastructure trying to feed it.

AI ArchitectureVector DatabasesEnterprise AI

The Fort AI Agency

Enterprise AI Implementation Specialists

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