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Shelfmark

2 viewers · 30d

Total raised

$6.2M

+$4.9M this year

2 filings since 2023 · latest Equity filed

Cumulative raised
LAST ROUND
Equity · $4.9M
ROUNDS
2
INVESTORS
15
FOUNDED
2022
HQ
Pittsburgh, PA
SECTOR
AI
EMPLOYEES
N/A
30D VIEWERS
2

AI overview

Updated

Shelfmark is an AI-native production intelligence platform for continuous-flow manufacturing that catches defects at full line speed, predicts the next ones and explains why they happened. The system pairs camera hardware and NVIDIA edge compute with AI inspection models that work without reference images, then feeds results into a browser-based dashboard that ties defect data back to floor conditions for root-cause analysis. Founded in Pittsburgh in June 2022 by Pat O'Donnell, the company originally deployed retail shelf-scanning cameras (including at 7-Eleven locations in Pittsburgh) before focusing on industrial production lines. It raised a $3.5 million seed round announced in August 2026 from investors including Armory Square Ventures, Grand Ventures, Hyde Park Angels, Argon Ventures, Cultivation Capital and TitletownTech.

What sets it apart

Sold as managed AI rather than as equipment: the subscription bundles cameras, edge compute, software and ongoing model tuning by Shelfmark's own experts, and the inspection models need no reference images, so underserved continuous-flow lines get modern vision inspection without an in-house ML team.

Funding history

2 rounds
EquityJun 29, 2026
Form D
+$4.9M$6.2M total
OtherAug 22, 2023
Form D/A
+$1.3M$1.3M total

Products

1 tracked

Shelfmark production intelligence platform

Industrial computer vision / manufacturing quality software

A managed AI in-line visual inspection platform combining camera systems, NVIDIA edge compute, inspection software and ongoing model tuning, structured around detecting defects at full line speed, predicting recurrence through root-cause analysis, and preventing waste via a browser-based production intelligence dashboard.

  • Detects defects at full line speed without requiring reference images
  • Root-cause analysis linking defect data to floor and process information
  • Browser-based production intelligence dashboard
  • NVIDIA edge compute and camera hardware included in the subscription

Links

WebsiteLinkedInSEC EDGAR filings