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How much does it really cost to build an AI app in 2026 and where do most budgets go wrong?

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Building an AI app in 2026 typically costs more than expected due to data preparation, model training, and maintenance. Budgets often fail by underestimating scalability, integration complexity, and ongoing optimization needs.
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