Next-Gen Metal Fab

Digitizing information and AI in the changing job shop with Sunny Han

Next-Gen Metal Fab

Show Notes

In this episode of the Next-Gen Metal Fab Podcast, host Tim Heston speaks with Sunny Han, FMA member and founder of Fulcrum, about the role digitized information plays in preparing fabrication shops for adopting AI.

Tim and Sunny discuss how many job shops still rely on spreadsheets, paperwork, and institutional knowledge that lives in people’s heads, and why before AI can deliver meaningful insight, that information must be digitized and accessible.

Sunny also talks about how faster information flow and real-time analysis could reshape how shops quote work, schedule production, analyze profitability, and respond to changing market conditions. The conversation also explores the risks of information loss as experienced workers retire and why improving data visibility may become a key competitive advantage for fabrication companies.

In this episode:

Why “information waste” still slows many job shops

Why digitization is essential before AI can help manufacturers

How AI could change quoting, scheduling, and job costing

The risk of tribal knowledge disappearing as experienced workers retire

What the future may look like for distributed manufacturing

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