IoT Platforms

Edge AI computing runs machine learning inference directly on IoT devices and gateways with sub-10ms latency, eliminating cloud round-trip dependency for real-time decisions. IoT device management platforms handle provisioning, configuration, monitoring, over-the-air updates, and security patching across millions of heterogeneous devices. Cellular IoT connectivity (LTE-M, NB-IoT, 5G RedCap) provides wide-area, low-power connectivity replacing legacy 2G/3G for battery-powered multi-year deployments with module costs under $5 in volume. IoT security platforms provide device identity, certificate management, encrypted communication, and anomaly detection meeting EU Cyber Resilience Act requirements. Digital twin integration connects IoT sensor data to virtual models for simulation, optimization, and predictive maintenance.

AWS IoT Core manages billions of devices for enterprise customers with provisioning, monitoring, and over-the-air updates at hyperscaler scale. PTC ThingWorx connects industrial equipment from Siemens, Allen-Bradley, and other manufacturers through Kepware protocol translation. Edge AI on factory floors runs 5+ production AI models with sub-10ms latency for quality inspection and autonomous control. Cellular IoT modules on LTE-M and NB-IoT replace sunset 2G/3G connections with $5 per module costs and multi-year battery life. IoT security platforms manage device certificates and encrypted communications meeting EU Cyber Resilience Act requirements across enterprise device fleets.

The IoT platform market reached $16.1 billion at 13.2% CAGR. Device management reached $8.8 billion at 21.8% CAGR to $43.8 billion by 2033. Enterprise IoT reached $324 billion (13% growth, 14% projected for 2026). IoT cloud platforms reached $26.9 billion. 21.1 billion connected devices deployed (14% annual growth). TPG acquiring ThingWorx/Kepware for up to $725 million. Cellular IoT reaches $5.2 billion in 2026. 4,893 million edge-enabled devices expected by 2026.