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Are IoT platforms dead in the AI and vibe coding era?

Artificial intelligence is reshaping industrial software faster than we expected. Predictive maintenance, anomaly detection, optimization engines, generative copilots—they are rapidly moving from experimentation to production. The natural question follows: What happens to IoT platforms when intelligence becomes the main value layer? Some market professionals assume AI will sit directly on cloud infrastructure, bypassing traditional IoT
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IoT Platform Selection Checklist (2026 Edition)

This checklist is relevant for companies planning or developing IoT/IIoT solutions, products and services. It was carefully crafted for companies that are considering their development to be based upon an existing IoT platform. If you’re still choosing between developing “from scratch” and going atop of a platform, we suggest checking our IoT Platforms vs Open
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Iotellect on Microsoft Azure

Azure is often chosen not simply as a cloud provider, but as a continuation of corporate IT. Identity, security, data platforms, and governance already exist there, and IoT solutions are expected to fit in naturally rather than live as isolated systems. Running Iotellect on Azure allows IoT applications to become a first-class part of enterprise
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Iotellect on Amazon Web Services

AWS provides a powerful and mature cloud foundation. Iotellect builds on top of it to drastically reduce the time, cost, and risk of creating real-world IoT applications. This article explains how Iotellect runs on AWS, what value it adds, and how it integrates with AWS services – without turning AWS into a lock-in. How Iotellect
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IoT Platforms vs Open Source: choosing the right way to develop an IoT product

IoT Application Enablement Platforms (AEPs) are no longer a new market. System integrators and engineering companies often consider them when choosing a way to implement a customer-tailored solution for their large enterprise customers. But what if you are a device manufacturer (OEM/ODM) or an independent software vendor (ISV) developing a brand new open market product
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Predictive Diagnostics for Hydropower Efficiency

Project Name Predictive Maintenance Reinvented for Hydropower Customer Under NDA Industry Power Engineering Country Under NDA Solution type Industrial Automation Project Description An Automated Predictive Diagnostics System (APDS) has been deployed for industrial operation at a major hydroelectric power station whose identity remains confidential due to NDA. The prototype system is installed on one of
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Unified Data Control for Huelva Port

Project Name Smart Farming Made Simple Customer Huelva Port Industry Transportation and Logistics Country Spain Solution type Industrial Automation Project Description Leveraging Iotellect’s arsenal of out-of-the-box connectors—augmented by purpose-built agents for the port’s most idiosyncratic devices—the team stitched together a single, elegant data model that masks the tangle of proprietary protocols humming beneath the surface.
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Smart Livestock Management for Kazakh Farmers

Project Name Smart Farming Made Simple Customer Winext Industry Agriculture Country Kazakhstan Solution type IoT Platform Project Description In Kazakhstan, where cattle farming plays a key role in the agricultural sector, improving productivity and maintaining herd health are essential for staying competitive. To support this, a digital livestock management solution was developed on the Iotellect
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Optimizing Water Management at the Kilo 40 Reservoir

Project Name Water Reservoir Remote Monitoring Customer inCharge Industry Mining Country Namibia Solution type IoT Platform Project Description The Kilo 40 reservoir, 20 kilometer from the Okorusu mine in Namibia, faced persistent pump management issues. Each power outage forced a manual reset, requiring a 40 kilometer round trip just to restart the system. There was
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Real-Time Connectivity Control for Smarter Customer Support

Project Name Reliable Internet Monitoring for Service Providers Customer Visiotech Industry Telecommunications Country Finland Solution type IT & Network Management Project Description To keep customers reliably connected, a real-time monitoring solution was built on the Iotellect platform. It lets providers track network health live and quickly detect any connectivity issues. If a customer loses connection
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