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Building Mokoko: How I Designed a Safe, Deterministic AI Assistant for Small Business ERP

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Most "AI integrations" in modern SaaS are glorified ChatGPT wrappers that summarize support tickets or generate marketing copy. For operational ERP software, that approach is worse than useless. A smartphone repair technician with screwdrivers in hand, or a mechanic standing under a car lift, doesn't need open-ended conversational fluff. They need to execute transactions in 3 seconds flat without clicking through 4 separate modal forms: "Emre paid his debt, gave 10,000." Behind that single Turkish sentence lies complex domain logic: Finding the right customer entity. Checking existing debit ba

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