Bespoke is betting that Japan's inspection labor crisis makes it the best first market for AI robotics

Bespoke, a Japanese AI and robotics startup focused on industrial inspection, is targeting shipbuilding and construction sectors where labor shortages are structurally severe and legally mandated inspections are, by the company’s account, routinely skipped. The pitch is straightforward: the work is dangerous, repetitive, and increasingly undone because there are not enough people to do it.

Now we think at least for the next two years or so Japan is the hottest market. Akemi Tsunagawa

The scale of the manual burden helps explain the urgency. Paint thickness inspection alone on vessels over 200 meters can consume more than 1,000 human hours per ship, according to Tsunagawa, making it a visible and quantifiable target for automation.

On the capital side, Bespoke has found an approach specific to Japan’s contracting environment. Government contracts can be used as bank collateral, allowing the company to draw on credit against signed public-sector work rather than waiting on investor fundraising cycles. Tsunagawa described learning “we can use the bank government contract as the collaterals” as a meaningful shift in how the company funds growth. Whether that path scales as the contract base grows remains to be seen, but it points to a funding mechanic that early-stage hardware companies outside Japan rarely have access to.