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    Going beyond pilots with composable and sovereign AI

    ProfitlyAIBy ProfitlyAIJanuary 19, 2026No Comments1 Min Read
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    The idea to manufacturing actuality

    AI pilots virtually all the time work, and that’s the issue. Proofs of idea (PoCs) are supposed to validate feasibility, floor use circumstances, and construct confidence for bigger investments. However they thrive in circumstances that not often resemble the realities of manufacturing.

    Supply: Compiled by MIT Know-how Overview Insights with knowledge from Informatica, CDO Insights 2025 report, 2026

    “PoCs dwell inside a secure bubble” observes Cristopher Kuehl, chief knowledge officer at Continent 8 Applied sciences. Information is fastidiously curated, integrations are few, and the work is commonly dealt with by essentially the most senior and motivated groups.

    The consequence, in accordance with Gerry Murray, analysis director at IDC, isn’t a lot pilot failure as structural mis-design: Many AI initiatives are successfully “arrange for failure from the beginning.”

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