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Role-play: a CTO tells you 'we tried GPT last year, it hallucinated all over our data, AI doesn't work.' Respond.

The most common objection in enterprise AI, and arguing back is the fastest way to fail it. The winning sequence is validate, diagnose, reframe, de-risk. Here's the script.

Updated Aug 2026 · Grounded in real Forward Deployed Engineer interview loops and written to a senior-engineer editorial bar.

The most common objection in enterprise AI, and arguing back is the fastest way to fail it. The winning sequence is validate, diagnose, reframe, de-risk. Here's the script.

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