SMRTR ProgrammingJun 29, 2025Daily.dev

The Complicated Reality of AI Implementation in Engineering Teams

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Apollo.io scaled AI to 54,000 weekly users by prioritizing human workflow understanding, organizational structure, and sales expertise over technical complexity, while implementing quality evaluations, expert-led prompts, and user-centric transparency.

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