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How to Add AI to an Existing SaaS Product Without Rebuilding the Core

Every AI retrofit I've been on started in the same meeting. Someone senior says the core isn't "AI-ready," and the roadmap grows a rewrite before it grows a feature. That framing is almost always wrong. On systems with 3+ years of production code, the thing blocking an AI feature has never been the…

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  1. 2026-11-10 10:40 · DEV Community — AI
    How to Add AI to an Existing SaaS Product Without Rebuilding the Core

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