Small teams can't afford AI experiments that drift on forever without a verdict. This guide pairs simple ROI metrics with governance-lite practices, including tool selection criteria, review cadences, and scaling rules, so your AI usage improves on a schedule instead of by accident. For team leads and operators who want discipline without bureaucracy.
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