IoT Platforms in 2026: The Stabilized Landscape
IoT platforms have stabilized. Where the production landscape sits in 2026.
IoT platforms have substantially stabilized after years of churn. By 2026 the major hyperscaler offerings, the industrial-specific platforms, and the various vertical solutions provide credible production-grade infrastructure for IoT deployments. This post walks through where the landscape sits.
The substantial categories#
Hyperscaler IoT:
- AWS IoT — substantial broad with Greengrass for edge, SiteWise for industrial, Device Defender for security, plus the various.
- Azure IoT Hub — substantial Microsoft-anchored; substantial Industrial IoT focus with Azure Industrial IoT.
- Google Cloud IoT — substantial reduced focus (Google sunset Cloud IoT Core; substantial alternative paths via Pub/Sub plus partner solutions).
Industrial-specific:
- PTC ThingWorx — substantial industrial focus; substantial substantial substantial Connected Operations.
- Siemens MindSphere / Xcelerator. Substantial substantial industrial portfolio.
- GE Digital Predix. Substantial substantial industrial established.
- Schneider Electric EcoStruxure. Substantial substantial broad industrial platform.
Self-hosted:
- EMQX, HiveMQ, Mosquitto — substantial MQTT brokers.
- InfluxDB, TimescaleDB — substantial time-series.
- Apache Kafka for substantial event streaming.
- Node-RED for substantial protocol translation.
Vertical-specific — substantial automotive (CarIQ, Verizon Connect), substantial substantial smart cities (Cisco Kinetic, plus the various), substantial agriculture (John Deere Operations Center, plus various), substantial energy/utilities (utility-specific platforms).
The substantial production patterns#
Common patterns:
Substantial hyperscaler IoT for general-purpose deployments. Substantial substantial common default at substantial mid-size operations.
Substantial industrial platforms at heavy manufacturing. Substantial substantial established OT/IT integration.
Substantial self-hosted at substantial scale or cost-sensitive deployments. Substantial substantial operational burden traded for substantial cost economics.
Substantial hybrid — substantial substantial edge self-hosted plus substantial cloud-managed. Substantial substantial increasingly common pattern.
Substantial vertical platforms at substantial substantial specialized verticals where substantial domain features matter.
The substantial GCP exit#
A specific 2026 development worth noting: GCP sunset Cloud IoT Core in 2023; substantial customers migrated to alternatives — substantial common destinations were AWS IoT, Azure IoT Hub, or substantial custom platforms on Pub/Sub + GCE.
GCP focus shifted to Pub/Sub plus partner solutions rather than dedicated IoT platform. The substantial substantial cloud-vendor shift signals that pure-platform IoT is substantially commoditized; substantial differentiation moved to industrial-specific or vertical-specific capability.
What we typically see#
Common patterns:
AWS IoT as substantial common cloud default for substantial mid-size operations.
Azure IoT Hub at substantial Microsoft-anchored manufacturing.
Self-hosted at substantial larger operations with substantial scale economics justifying operational burden.
Industrial platforms at substantial heavy manufacturing with substantial existing investment.
Mixed deployments at substantial substantial complex enterprises.
Where pdpspectra fits#
Our data engineering practice builds IoT data platforms with appropriate platform selection and integration.
Related reading: the manufacturing IoT post, the mining heavy equipment telematics post, and the maritime port operations post.
IoT platform landscape has substantially stabilized. Talk to our team about your IoT platform.