Shelfmark Raises $3.5M Seed

Shelfmark, a Pittsburgh-based Physical AI startup, has raised $3.5 million in seed funding to advance its production intelligence platform for continuous-flow manufacturing. The new capital brings the company's total funding to approximately $5 million.

Investors

The round was led by Armory Square Ventures, with participation from Grand Ventures, Hyde Park Angels, Argon Ventures, and Cultivation Capital.

Shelfmark Use of Funds

Shelfmark plans to use the new capital to build its sales and marketing organization, expand deployments across its initial markets, and continue developing the intelligence required to move manufacturers from simple defect detection to root-cause understanding, prediction, and prevention.

About Shelfmark

Founded in Pittsburgh, Shelfmark is a Physical AI company focused on production intelligence for continuous-flow manufacturing. The company provides a platform that integrates perception, sensor fusion, and causal AI to help manufacturers of materials like industrial films, apparel, and building components detect defects in real time and transition toward autonomous production.

Funding Details

Company Website: https://shelfmark.com

Company: Shelfmark
Raised: $3.5M
Round: Seed
Funding Date: August 5, 2026
Lead Investor: Armory Square Ventures
Additional Investors: Grand Ventures, Hyde Park Angels, Argon Ventures, Cultivation Capital
Company Website: www.shelfmark.com
Software Category: Industrial AI
Source: https://www.globenewswire.com/news-release/2026/08/05/3339287/0/en/shelfmark-raises-3-5-million-to-automate-manufacturing-s-most-underserved-production-lines-and-make-them-smarter-every-run.html