Swiss firm Algorized builds human‑aware edge AI to make robots safer, wins place on Switzerland Innovation Top 100

Human sensing at the edge

Swiss engineering technology firm Algorized has developed an edge AI model that reportedly converts standard radio sensors — ultra‑wideband (UWB), millimetre‑wave and Wi‑Fi — on industrial robots into real‑time human‑detection systems. The model runs on the robot itself, analysing reflected radio signals to pick up distance, micro‑movement and even vital‑sign cues such as breathing and heart rate, it has been reported. The company says the approach can detect people through dust, weak light and some obstacles, with personnel‑presence detection latency reportedly around 20 milliseconds, enabling faster, more nuanced human–machine collaboration than traditional stop‑on‑proximity safety systems.

Why this matters for factories and logistics

Human‑robot interaction is a growing bottleneck for automation: traditional safety systems err on the side of stopping — which keeps people safe but also increases downtime and false shutdowns. How do you keep lines running and workers safe at once? Algorized aims to let robots distinguish people from objects and predict intent, so machines can slow, reroute or continue tasks more smoothly. The technology is pitched at warehouses, flexible manufacturing, logistics hubs and smart spaces — sectors where environmental factors such as dust, occlusion and metal reflections degrade camera‑based perception.

Traction, funding and geopolitical context

Algorized, founded in 2022 by CEO Natalya Lopareva and CTO Joseph Benraz, has reportedly established collaborations with robotics and sensing players including KUKA, Qorvo, ARIA Sensing and ASUS IoT. It has also been reported that Algorized raised $4.3 million in seed funding led by the Amazon Industrial Innovation Fund in November 2024 and a $13 million Series A in February 2026 led by Run Ventures, with follow‑on from Amazon and Acrobator Ventures; proceeds will be used to scale commercial delivery and develop intent‑prediction models. Cross‑border investment and integration of sensors and AI bring commercial momentum — but geopolitical tensions and export controls on advanced chips and sensing hardware may complicate supply chains and international deployments.

Recognition and next steps

Algorized was named to Venturelab’s Switzerland Innovation Top 100, a list that tracks the country’s most promising startups and scale‑ups, and its China partner Insight Tech (以明科技) is promoting the list in mainland China. The company says its edge‑first model supports distributed deployments without cloud dependence, a selling point for latency‑critical safety cases. If the reported performance holds in large‑scale pilots, Algorized could help shift how manufacturers balance productivity and people‑centred safety in an increasingly automated world.