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817 Enterprises can now train custom AI models from production workflows — no ML team required

VentureBeat
VentureBeat · 05/14/2026 09:00 EDT

Every query an enterprise AI application processes, every correction a subject matter expert makes to its output — that interaction is training data. Most organizations are not capturing it. The production workflows companies have already built are generating a continuous signal that improves AI models, and it is disappearing.San Francisco-based Empromptu AI on Thursday launched Alchemy Models with a straightforward premise: the AI applications enterprises are already building are generating training data,.

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