DePINCN

Smarter spaces create smarter robots. That's @Auki 's thesis and here are a few recent updates 👇 ▪️ One Galbot pointed at a cart it couldn't see. A second Galbot could see the cart and through collaborative perception the first one still knew where it was. ▪️ Two robots sent point clouds to a third peer, which merged them into one scene. Both robots then used that scene live to avoid collisions. ▪️ Many retailers want to recognize products from images but have no product photos. @CactusXR already scans the store, so the idea is to create those images along the way. ▪️ Auki also went to Securitas Day 2026, a corporate security event on AI and robotics. It sees its self-hosted digital twin as of special interest for security use cases that put privacy first. Auki is building where physical AI will actually be used: real spaces. Curious what comes next 🦾

Want to understand where @Auki is heading? Founder Nils gives a very good overview in this video. With @CactusXR , Auki's physical AI co-pilot for retailers, the early results look like this: ▪️ 15 minutes saved per employee per day on handovers. The first customer reported that they removed all handover meetings. ▪️ 30 minutes saved per employee per day with AR product search and walking distance reduced by 50%. Next up are robots that keep the store's digital twin updated, starting in January 2027. Nils also posted recently that one new store per day is coming online with @Auki and Cactus right now. Looking forward to seeing how the first robots perform 👀

Update on the @Auki and Budbreak use case in agriculture 👇 Now Auki is scaling up its Gaussian splatting experiments with a 100-meter domain, using data from Budbreak. For those who don't know yet: ▪️ Budbreak's robots move through vineyards and orchards to check plant health, spot diseases and estimate yields ▪️ The data can become a 3D map that shows which areas are healthy and which are affected ▪️ Farmers can then use AR to find the exact spots where they need to act, so a disease doesn't spread From supermarkets to vineyards: the real world web is already moving beyond retail. imho it will reach and disrupt many more industries.