- ORIGINAL RESEARCH

THE NORTH AMERICAN METALS AI BENCHMARK REPORT

The first study of AI adoption, spend, and results across metals distribution, processing, and fabrication. Fielding now.

TAKE THE SURVEY

- WHY

NOBODY HAS MEASURED THIS.

There is no shortage of research on AI in manufacturing. There is nothing that tells a $150M aluminum distributor how he compares to the twenty companies he competes with. So we're building it. What's actually deployed. What stalled and why. What companies spent and what they got.

- take part

take part.

8 MINUTES / 25 QUESTIONS

Twenty-five questions covering what you've deployed, what stalled, what it cost, and what you'd do differently. Short enough to finish between meetings.

ANNONYMOUS

Nothing is attributed to any company by name. Results are reported in aggregate only, grouped by revenue band and metal segment. Your responses are never shared or sold.

FUll report

Anyone who participates gets a full report before publication plus a one-page comparison showing where they sit against their revenue band and segment.