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Models that a business owner can use, with a path to production that is not a slide.
HiproSoft will not train a model until we agree what success looks like in operations — lower error, faster decisions, a forecast the business will actually use.
Features, training, and scoring have pipelines, monitoring, and a rollback. Drift is someone’s job.
Stakeholders get the limits in writing. If the data cannot support the claim, we stop.