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June 5, 2026

Shout Out: MicroAGI

SHOUTOUT: A B-Works Resident Just Cleaned Up (Literally)

Every so often, a B Works resident does something that makes the whole building stop scrolling. This week, that was our friends at MicroAGI.

For the uninitiated, MicroAGI is an embodied-AI research lab — founder & CEO Bercan Kilic and team are building toward end-to-end physical AGI, the kind of AI that lives in the real world and not just in a chat window. And its consumer-facing app, Shift, just ran one of the more audacious go-to-market moves I've seen in a while.

The offer? Free home cleaning in NYC. The catch (and the genius): a vetted operator shows up wearing a camera, cleans your place, leaves, and you pay nothing. In exchange, Shift records first-person footage to help train the next generation of household robots. They clean. They leave. You pay nothing. We record the cleaning. That's the whole deal.

The internet had, well, strong feelings about this move. Forbes, The Verge, and half of LinkedIn weighed in within days, and the bookings reportedly ran into the thousands within hours. Turns out "free housecleaning" is a powerful customer-acquisition strategy. Who knew. 😊

Three reasons I wanted to put this in the Shoutout this week:

  • The next data race is physical, not digital. The text internet has been scrapped. Robots need real-world interaction data — vision, motion, force, the messy stuff. Shift turns everyday chores into exactly that.

  • Hospitality is squarely in frame. Shift's own target list of "skilled physical work" leads with hospitality — right alongside warehousing, facilities, and manufacturing. If embodied AI is coming for repeatable physical labor, our industry is patient zero.

  • The model is the moat. Whoever captures the most real-world task data first builds an advantage competitors can't simply buy a year later. (Sound familiar, H^2readers?)

Audacious, a little controversial, and impossible to ignore. That’s exactly the kind of founder energy B Works was built to house. Respect.

You can read the article in Forbes here.

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