The Railroads of Robotics: Investing in Physical AI, Cobots, and the Reshoring Boom episode artwork

EPISODE · May 12, 2026 · 56 MIN

The Railroads of Robotics: Investing in Physical AI, Cobots, and the Reshoring Boom

from Money On Tap · host Ben Brayshaw & Seth Krussman

4.3 million industrial robots are already deployed globally. Robot costs have dropped 50% in 30 years. Payback periods are now 1 to 3 years. The reshoring of American manufacturing isn't a forecast — it's a buy order.This week on Money On Tap, Ben Brayshaw and Dan Michelon continue the series with The Railroads of Robotics — the picks-and-shovels playbook for physical AI and the next great industrial build-out.What you'll learn:Why three forces — reshoring, labor shortage, and 1–3 year robot payback — make automation inevitableThe four investable layers: robots · AI systems · software · hardwareA walk-through of the public names: Rockwell Automation, Teradyne, Emerson Electric, NVIDIA, Tesla (Optimus), AeroVironment, Applied Materials, AutodeskHow cobots are reshaping skilled-trades work — and what the NVIDIA CEO's "three-day work week" prediction really meansFive robotics-themed ETFs walked through: ROBO, BOTZ, IBOT, ARKQ, ROBTWhat to tell the kids and grandkids about which jobs will actually exist in 10 yearsThe geopolitical risk that could shelve this entire build-out overnightPlus Money In The News:United Airlines hikes fares up to 20% — CEO admits passing 100% of jet-fuel cost to consumersMusk vs. Altman: a $134B suit heading to court while SpaceX ($1.25T) and OpenAI ($850B) IPOs loomAdobe announces a $25B buyback (25% of market cap) while Big Tech keeps laying off — and the buyback nuance most investors missRead the companion blog: brayshawfinancial.com/blogSchedule a free consultation: app.greminders.com/t/9f3ce72e/initialconsultaFull Money On Tap episode library: brayshawfinancial.com/money-on-tapContact UsPhone: 855-226-8551Email: [email protected]: 116 South River Road, Bedford, NH 03110Web: brayshawfinancial.comIs it too late to fix my retirement at 50?No — the 50s are the catch-up years by design. Catch-up provisions let you contribute above the standard limits to 401(k)s and IRAs, the HSA offers triple tax advantages for future healthcare costs, and a backdoor Roth can build a tax-free bucket even if your income is too high for direct contributions. Pair those with a segmented "bucket" strategy — instead of retreating to CDs and cash — and most late starts can still be rescued. The first step is knowing your income need, not chasing a number.

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