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Which companies are building physical AI?
A map of physical AI companies by layer: chips and simulation, embodied AI models, AI robotics companies, physical AI startups, and the layer connecting sites.
Blog
IoT Blog — Insights & Use Cases
61–80 of 89 articles
What are the physical AI trends in 2026?
The physical AI trends of 2026 explained: robotics and embodied AI trends, the shift toward connected buildings and sites, and which are real or forecast.
What is embodied AI?
What is embodied AI? A plain explanation of AI that perceives and acts through its own body, how embodied AI robotics works and how it differs from physical AI.
How does bridge monitoring work?
How automated bridge monitoring works: which sensors to use, how wireless and solar setups run, and how flood monitoring catches scour around bridge piers.
How does multifamily water leak detection work?
How multifamily water leak detection works: where apartment leak sensors go, which sensor types to use, who gets the alarm and how to prevent the next leak.
What is an operating system for physical AI?
An operating system for physical AI connects sensors, doors, machines and robots so they share context and act as a group. See how it works, with examples.
What is video management software?
What video management software does in security, how to check it against the IP cameras you own, and how per-camera price and storage add up over five years.
What is MQTT and how does it work?
What is MQTT? Learn how brokers, topics, clients, QoS levels, the last will and Sparkplug work, and when MQTT is the right protocol for your devices and data.
Physical AI Infrastructure: What Gives AI Control of the Real World?
How an IoT server connects AI to device data, supported commands and operational controls, including testing, versioning and recovery.
Physical AI Robotics: What If Your Building Could Call a Robot?
How building sensors could help request robot inspections across different technologies, with clear roles for AI, navigation and mission feedback.
Physical AI Simulation: How Robots Practice Before They Move
Understand robot simulation, digital twins and workflow testing: what virtual trials can establish and what still needs real equipment.
Choosing a low-code IoT platform: check where the code begins
Evaluate a low-code IoT platform through visual rules, expressions, debugging and release controls. See how to test the workflow in Kilo.
What Is Physical AI? How AI Is Learning to Act in the Real World
Explore physical AI examples, how sensing becomes action, and the infrastructure connecting AI models to robots and real equipment.
IoT Platform Pricing: What Will Your Deployment Cost?
Kilo plan allowances at 5, 100 and 500 devices, with hardware, connectivity and optional SMS separated from the subscription.
LoRaWAN Network Server: What It Does & Where to Run It
What a LoRaWAN Network Server actually does — and the honest trade-off between self-hosted, hosted, and built-in.
On-Premise IoT Platform: When Self-Hosting Beats Cloud
The good reasons to self-host an IoT platform, the operations costs nobody advertises, and the managed on-premise middle path.
What is the best IoT platform in 2026?
Eight IoT platforms compared by fit, pricing model and hosting, with published costs at 25, 100 and 500 devices and a trial plan to run on each.
IoT Data Visualization: From Raw Telemetry to Dashboards That Drive Action
How to turn millions of sensor readings into dashboards, maps, and 3D site views a team can act on — and how to choose an IoT visualization platform.
LoRaWAN Sensors: Range, Battery Life, and How to Choose Them
How LoRaWAN sensors work, why they reach basements and buildings 500 m away on one gateway, the main sensor types, and the fastest path from sensor to live dashboard.
What Is AIoT? How AI and IoT Work Together in Practice
Understand AIoT architecture, practical examples and platform evaluation. Start a small Kilo project with an emulated device and testable rules.