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CASE STUDIES & OPERATING MODELS

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Most SaaS teams don’t struggle with AI because the tools are bad; they struggle because support workflows were never redesigned to carry AI. In this case study, a SaaS startup moves from 100% human‑led support to a hybrid AI + human model, cutting response times by 60% while reducing automation theatre and making day‑to‑day work calmer and clearer for both customers and agents.

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