# NoMagic AI Lab Deploys Robot Vision-Language Models to Warehouses, Cuts Interventions 50%

> NoMagic, a robotics company led by former Google DeepMind researcher Markus Wulfmeier, says it has deployed its first vision-language-action model to paying warehouse customers and cut the rate of human interventions by roughly half during live operations. That last number is the one that matters in this business, because every time a robot gets stuck and a person has to step in, the economics get worse. Vision-language-action models fold perception, language understanding, and physical control into a single system, letting a robot interpret messy real-world scenes and act on them rather than following rigid scripts. NoMagic trained its model on real operational data, including millions of package picks from retailer Zalando, which is exactly the kind of large, gritty dataset that separates lab demos from deployable systems. The story is a good example of applied AI paying off quietly. There is no chatbot here, just a measurable drop in failures on a warehouse floor, and it hints at how the current wave of foundation-model techniques is starting to reach physical automation.

_Section: [Daily AI Updates](https://www.wortins.com/daily-ai) · Source: Fortune · Published Wednesday, July 15, 2026_

## Wortins' read

NoMagic, a robotics company led by former Google DeepMind researcher Markus Wulfmeier, says it has deployed its first vision-language-action model to paying warehouse customers and cut the rate of human interventions by roughly half during live operations. That last number is the one that matters in this business, because every time a robot gets stuck and a person has to step in, the economics get worse. Vision-language-action models fold perception, language understanding, and physical control into a single system, letting a robot interpret messy real-world scenes and act on them rather than following rigid scripts. NoMagic trained its model on real operational data, including millions of package picks from retailer Zalando, which is exactly the kind of large, gritty dataset that separates lab demos from deployable systems. The story is a good example of applied AI paying off quietly. There is no chatbot here, just a measurable drop in failures on a warehouse floor, and it hints at how the current wave of foundation-model techniques is starting to reach physical automation.

## Source

[Read the full story at Fortune](https://fortune.com/2026/07/08/nomagics-new-ai-lab-headed-by-former-google-deepmind-researcher-claims-success-in-early-deployment-of-ai-brain-for-warehouse-robots/)

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