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Harinath Pudipeddii · Jul 22, 2026

𝗬𝗼𝘂’𝘃𝗲 𝘀𝗽𝗲𝗻𝘁 𝘁𝗵𝗲 𝗔𝗜 𝗯𝘂𝗱𝗴𝗲𝘁.

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Harinath Pudipeddi · Harinath Pudipeddii

Harinath Pudipeddii

𝗬𝗼𝘂’𝘃𝗲 𝘀𝗽𝗲𝗻𝘁 𝘁𝗵𝗲 𝗔𝗜 𝗯𝘂𝗱𝗴𝗲𝘁.

𝗖𝗮𝗻 𝘆𝗼𝘂 𝘁𝗲𝗹𝗹 𝘁𝗵𝗲 𝗯𝗼𝗮𝗿𝗱 𝗼𝗿 𝘆𝗼𝘂𝗿 𝗶𝗻𝘃𝗲𝘀𝘁𝗼𝗿 𝗶𝘁 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘄𝗼𝗿𝗸𝗲𝗱?

∙ Paid

Most AI initiatives don’t die because the model was bad. They die because nobody could answer that question cleanly — usually in a board meeting, usually too late.

I built an assessment based on this framework to catch that earlier: 7 gates every AI investment has to pass be

fore it’s a result and not just a demo. Customer Problem. AI Necessity.

AI Ro…

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Read the original on harinpv.substack.com

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