Surface Design Solutions develops physics-informed machine learning (PIML) software that predicts and optimizes surface performance for manufacturers. Its core products include Surface Designer, which guides engineers in tooling surface design and specifications, and Surface Builder, a shop-floor tool enabling in-line surface inspection and real-time feedback. The company says its PIML approach delivers actionable predictions with a fraction of the data required by conventional AI, producing interpretable insights in small-data manufacturing environments. Recent funding of $365,000 from the Richard King Mellon Foundation will support scaling Surface Builder, co-developing training materials with experienced and newer employees, and building intuitive, worker-facing interfaces. The firm is prioritizing partnerships with manufacturers facing aging-workforce challenges to capture expert shop-floor knowledge, reduce onboarding time, and preserve critical skills. Early adopters reported measurable gains—one global high-volume manufacturer saw a 35% increase in production efficiency after optimizing tooling surface finish using the software.

Total raised

$0M

Funding rounds

1

Latest round

Equity

Latest activity

Aug 2025