Intelligence on machines that act
Sector
Factory and process automation, warehouse orchestration and the shift from fixed lines to flexible, software-defined production.
One measures the world; the other infers it. A decade-long fight over how machines should see has quietly ended in a truce — and the terms of that truce explain most of what's on the roof of a robotaxi.
Driver-optional farm machines are working fields at Level 4 today, years ahead of urban robotaxis. The reason isn't better technology — it's a fundamentally easier problem, and understanding why explains the whole sector.
While robotaxis fight regulators and humanoids ship in dozens, the least glamorous corner of the sector quietly crossed the line that matters — a million Amazon robots, a billion DHL picks, and a fleet-management layer that has become the real battleground.
A new joint white paper from ABB Robotics and NVIDIA argues that the next phase of industrial automation will be driven by Physical AI, combining realistic simulation, synthetic data and continuous learning to create robots that can adapt to changing production environments.
Qualcomm, Microsoft, Magic Leap, and now Agility Robotics — the executive running the West's most-deployed humanoid company has built a career on unfashionable patience. As Digit heads for the public markets, her bet is that reliability beats backflips.
Humanoids, quadrupeds and AMRs join drones and routers on the Covered List, cutting new foreign-built models off from the certification they need to be sold in America. For US integrators built on cheap Chinese platforms, the procurement maths just changed.
The least glamorous autonomy — the camera watching a production line — is having its AI moment. Edge processors, example-trained models and a shift from "detect the defect" to "judge the part" are quietly rewriting factory economics.
Strip the viral numbers out of the humanoid story and what remains is small, verifiable and genuinely encouraging. The industry should stop being embarrassed by its real data — the fantasy figures are the actual liability.
US warehouse automation company Atlas Robotics is continuing to position itself as a specialist in industrial automation, focusing on repetitive logistics tasks such as case handling, pallet movement and warehouse material flow.
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