# Shelfmark — full page index

> Shelfmark is the production-intelligence platform for continuous-flow manufacturing. Managed AI watches every part on the line in real time — catching defects, predicting the next ones, and explaining why they happen — so quality teams stop relying on people staring at moving material.

This file lists every public page with its title and description. The curated summary lives in /llms.txt.


## Core pages

- [AI Production Intelligence for Continuous Flow Manufacturing](https://shelfmark.com/): Shelfmark is the production intelligence platform for continuous flow manufacturing: managed AI that catches defects, predicts the next ones, and explains why.
- [About Shelfmark — Built in Pittsburgh, for American manufacturing](https://shelfmark.com/about): Shelfmark brings frontier inspection technology to the industries that keep the country running. Built in Pittsburgh — close to the floor, the process, and the people doing the work.
- [Careers — Shelfmark](https://shelfmark.com/careers): Engineering and field roles at Shelfmark, mostly in Pittsburgh. Open positions and how to apply.
- [Privacy Policy — Shelfmark](https://shelfmark.com/privacy): How Shelfmark collects, uses, and protects information on shelfmark.com. We collect what you submit through our contact form plus basic first-party analytics — no ad trackers, no data selling.
- [Managed AI inspection, not another camera · Shelfmark](https://shelfmark.com/why-shelfmark): Legacy machine vision hands you a camera and a rule set. Shelfmark runs the AI, finds the root cause, and turns every run into a better next one.

## Industries

- [Industries We Serve — AI Visual Inspection — Shelfmark](https://shelfmark.com/industries): Shelfmark runs AI visual inspection on industrial film, decorated apparel, coil coating, labels and packaging, technical webbings, and truss lines. 100% inspection at line speed, with a permanent record of every part and every inch.
- [Coil Coating Inspection: AI Defect Detection | Shelfmark](https://shelfmark.com/industries/coil-coating-visual-inspection): AI visual inspection for coil coating: Shelfmark catches coating voids, streaks, color and gloss drift in line, strip-wide, before the coil runs on.
- [Decorated Apparel Inspection: DTF & Digital Screen | Shelfmark](https://shelfmark.com/industries/decorated-apparel-visual-inspection): AI defect detection for decorated apparel: Shelfmark catches banding, head strikes, white-ink dropouts and registration drift. One shop cut scrap 4.1% to 0.9%.
- [Industrial Film Inspection: AI Defect Detection | Shelfmark](https://shelfmark.com/industries/industrial-films-extrusions-inspection): AI visual inspection for industrial film: Shelfmark catches streaks, pinholes, fish-eyes, gels and gauge drift in line, web-wide, before the roll runs on.
- [Labels & Packaging Inspection: AI Defect Detection | Shelfmark](https://shelfmark.com/industries/labels-packaging-inspection): AI visual inspection for labels and packaging: Shelfmark catches registration drift, color variation, print voids and die-cut defects in line, web-wide.
- [Technical Webbings Inspection: AI Defect Detection | Shelfmark](https://shelfmark.com/industries/technical-webbings-visual-inspection): AI visual inspection for technical webbings: Shelfmark catches weave defects, broken picks, knots, frays and coating flaws on every inch of the roll, full width.
- [Truss Inspection AI: Catch Every Missing Plate | Shelfmark](https://shelfmark.com/industries/truss-visual-inspection): AI visual inspection for trusses: Shelfmark catches every missing connector plate in line and records every truss off your line, so chargebacks stop at the source.

## Case studies

- [Causal Intelligence: Predicting Defects from Sensor Data | Shelfmark](https://shelfmark.com/resources/case-studies/defect-root-cause-analysis-environmental-data): Shelfmark runs environmental sensor data against defect data on the same clock to find causes inspection cannot see. One plant cut its defect rate in half.
- [DTF Print Defect Inspection Case Study | Shelfmark](https://shelfmark.com/resources/case-studies/dtf-print-defect-inspection): A custom apparel manufacturer reworked 10% of prints and inspected every one by hand. Shelfmark cut the defect rate by more than 90% and returned 7x.
- [Solving a 30-Year Film Defect | Shelfmark Case Study](https://shelfmark.com/resources/case-studies/industrial-film-blistering-root-cause): Blistering drove scrap as high as 10% for three decades. Shelfmark quantified it for the first time and traced it to specific supplier material batches.
- [Multi-SKU Industrial Film Inspection Case Study | Shelfmark](https://shelfmark.com/resources/case-studies/industrial-film-inspection-multi-sku): An industrial film manufacturer running 100+ SKUs could not make legacy inspection work. Shelfmark inspects 100% of product at 350 ft/min, down to 1 mm.
- [Reflective Film Inspection Case Study | Shelfmark](https://shelfmark.com/resources/case-studies/reflective-film-inspection-high-speed-web): Metallic film is close to the worst case for machine vision, and the line runs at 400 ft/min. Shelfmark inspects every inch, down to 1 mm.
- [Webbing Roll Inspection Case Study | Shelfmark](https://shelfmark.com/resources/case-studies/webbing-roll-inspection-parachute-manufacturer): The largest U.S. parachute manufacturer hand-inspected football-field-long webbing rolls. Shelfmark reads a full roll in six minutes and tags every defect.

## Resources

- [Resources — Shelfmark](https://shelfmark.com/resources): See the Shelfmark platform in action: videos, customer case studies, and blog posts.
- [ROI Calculator — Shelfmark](https://shelfmark.com/resources/roi-calculator): The Payback Machine — a few honest questions, one uncomfortable number. See what escaped scrap is really costing your line, in dollars per MSF.