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Applied AI·September 15, 2026·1 min read

Why every enterprise needs an AI model exit strategy

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Vendor concentration risk is now a model-layer problem, not just a cloud one—if you can’t swap out your primary LLM without breaking workflows, you’ve hard-coded fragility into your stack. Treat model exit the way you treat data portability: design contracts, abstractions, and evals so you can move when pricing, performance, or policy shifts.