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ARTICLE27

Running AI on a Budget: 12 Tactics for Enterprise-Scale Efficiency

DEV.to AIΒ·April 15, 2026

PromptOwl integrated AI into nearly all its workflows over a year, revealing two primary optimization challenges: managing high costs of frontier models and minimizing time loss from inefficiencies. The company emphasizes the ongoing effort required to optimize for both money and time in enterprise-scale AI adoption.

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