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AI-first companies should subtract work, not just add tools, argues Collective[i] co-founder Stephen Messer. Winning firms start with business constraints and measurable outcomes, not usage metrics. The durable advantage lies in the orchestration layer, where systems connect intelligence to proprietary data and learn from real decisions.
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