How many of your failed AI initiatives were “good failures” (i.e., resources used were worth the learnings/innovation)

All/almost all10%

Most65%

Some21%

A few4%

None

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Never6%

Sometimes70%

About half the time17%

Most of the time4%

Always

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It is safe to use OpenAI API28%

Not Safe to use OpenAI API45%

Not Sure if safe or not34%

Yes we are confortable building and training our own LLMs14%

No we are not confortable building and training our own LLMs5%

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