Newsroom

LinkedInPat O’Donnell teasing the Shelfmark announcement on LinkedIn
LinkedIn

Shelfmark will share some big news soon.

A short note from Pat ahead of an announcement we have been heads-down on. Read it on LinkedIn…

Jul 15, 2026 · Pat O’Donnell, Founder and CEO
LinkedIn
LinkedIn

A football field long roll of webbing, inspected in 6 minutes.

High performance webbing is a 4.7 billion dollar industry with a quality and speed bottleneck. To meet the standard, manufacturers have been unrolling those rolls by hand, foot by foot.

Jun 24, 2026 · Pat O’Donnell, Founder and CEO
LinkedIn
LinkedIn

There are over 1,800 truss manufacturing sites in the U.S., and they all fight the same problem.

High-mix production with zero tolerance for mistakes. One plate, one misalignment, one bad joint, and the cost is not small. Why our inspection system sits at the end of the line, on a display right next to the operator.

May 20, 2026 · Pat O’Donnell, Founder and CEO
LinkedIn
LinkedIn

20+ warm leads from a room full of print executives, and not one of them was there for the AI.

They recognized the tradeoff they fight every day: speed versus quality. These leads realize it does not need to be a tradeoff anymore. The real unlock is not just catching defects, it is knowing what caused them.

Apr 15, 2026 · Pat O’Donnell, Founder and CEO
LinkedIn
LinkedIn

Pittsburgh has always been a city that understands making things.

Costs are up. Labor is tight. Margins are shrinking. But the expectation for quality never goes away. Why the next generation of manufacturing technology comes from teams willing to get close to the floor.

Mar 11, 2026 · Pat O’Donnell, Founder and CEO
LinkedIn
LinkedIn

Most startups start with a pitch deck. Ours started with a $5,000 check on a factory floor.

We were trying to sell AI inventory cameras. The plant manager an hour outside Pittsburgh had a different question: can you point those cameras at my printers and tell me when something goes wrong?

Feb 4, 2026 · Pat O’Donnell, Founder and CEO

Talk to a
Shelfmark expert.

See if it’s a fit.
In 30 minutes you’ll know whether we can catch your defects, on your substrate, and your line speed.
See what’s possible.
We can show you the real thing. A line with every defect caught automatically; fewer escapes, less rework, and capacity you didn’t know you had.
See if we are full of shit.
We are a young company doing things that have never been done before. We own that, and we will answer any questions you have.