Our Work

Production AI, shipped and measured.

Real engagements with real outcomes. Each case study is the same template: what was broken, what we built, what changed.

71%
faster blueprint to BOM
Manufacturing

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.

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bid volume per quarter
Construction

Atlas Civil: doubling bid volume without growing the team

Plan-set ingestion to BoQ assembly, automated end-to-end. Estimating throughput doubled in one quarter, no headcount added.

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38%
faster claim turnaround
Healthcare

Meridian Health: closing the revenue cycle gap with HIPAA-aligned coding

Auto-coding plus reviewer-in-the-loop reduced denial rates and shortened days-in-AR — without changing the clinical workflow.

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62%
straight-through claims
Insurance

Polar Mutual: agentic FNOL triage that pays out faster

Voice + document agents handle intake, route to the right adjuster, and pre-fill the claim file. Customer NPS up 18 points.

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4hr
avg. lease abstraction time
Real Estate

Quanta CRE: lease abstraction at portfolio scale

From days-per-lease to hours, with reviewer sign-off. Investor reports now refresh on a weekly cadence instead of quarterly.

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99.1%
defect detection precision
Manufacturing

Lattice Forge: vision QA on a high-volume line

Edge-deployed defect detection, retrained weekly on shop-floor labels. Scrap rate down 41%, complaints down 60%.

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