Hartwell Precision: from drawing to costed BOM in under 60s
A precision-parts manufacturer replaced six manual estimating steps with a single classifier. 1,200 engineer-hours saved per quarter.
Read case studyReal engagements with real outcomes. Each case study is the same template: what was broken, what we built, what changed.
A precision-parts manufacturer replaced six manual estimating steps with a single classifier. 1,200 engineer-hours saved per quarter.
Read case studyPlan-set ingestion to BoQ assembly, automated end-to-end. Estimating throughput doubled in one quarter, no headcount added.
Read case studyAuto-coding plus reviewer-in-the-loop reduced denial rates and shortened days-in-AR — without changing the clinical workflow.
Read case studyVoice + document agents handle intake, route to the right adjuster, and pre-fill the claim file. Customer NPS up 18 points.
Read case studyFrom days-per-lease to hours, with reviewer sign-off. Investor reports now refresh on a weekly cadence instead of quarterly.
Read case studyEdge-deployed defect detection, retrained weekly on shop-floor labels. Scrap rate down 41%, complaints down 60%.
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