{"id":33213,"date":"2025-04-10T04:50:36","date_gmt":"2025-04-10T01:50:36","guid":{"rendered":"https:\/\/stage.cactus-now.com\/?p=33213"},"modified":"2026-06-01T17:11:20","modified_gmt":"2026-06-01T14:11:20","slug":"aplicando-tecnologias-emergentes-para-un-impacto-en-el-mundo-real-por-que-la-iot-y-la-ia-importan-hoy","status":"publish","type":"post","link":"https:\/\/stage.cactus-now.com\/es\/noticias-de-cactus\/aplicando-tecnologias-emergentes-para-un-impacto-en-el-mundo-real-por-que-la-iot-y-la-ia-importan-hoy\/","title":{"rendered":"Aplicando Tecnolog\u00edas Emergentes para un Impacto en el Mundo Real: Por Qu\u00e9 la IoT y la IA Importan Hoy"},"content":{"rendered":"\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Unlocking-Real-World-Value-from-Emerging-Tech:-Why-IoT-and-AI-Matter-Today\">Desbloqueando el Valor en el Mundo Real de las Tecnolog\u00edas Emergentes: Por Qu\u00e9 la IoT y la IA Importan Hoy<\/h2>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Estamos viviendo en una \u00e9poca de r\u00e1pida transformaci\u00f3n tecnol\u00f3gica. Cada semana, los titulares anuncian nuevos avances\u2014especialmente en Inteligencia Artificial (IA)\u2014prometiendo revolucionar industrias y cambiar la forma en que vivimos y trabajamos.<\/p>\n\n\n<p>Pero m\u00e1s all\u00e1 del hype, una pregunta apremiante permanece para muchos gobiernos locales y empresas: <strong>\u00bfC\u00f3mo podemos aplicar estas tecnolog\u00edas para resolver problemas del mundo real?<\/strong><\/p>\n\n\n<p>En un <a href=\"https:\/\/stage.cactus-now.com\/es\/noticias-de-cactus\/desbloqueando-todo-el-potencial-de-la-vision-por-computadora-procesando-datos-cerca-de-la-fuente\/\">art\u00edculo<\/a> anterior, present\u00e9 el uso de la visi\u00f3n por computadora en el borde\u2014un concepto poderoso en el campo de la IA. Ahora, quiero retomar esa idea y llevarla un paso m\u00e1s all\u00e1 combin\u00e1ndola con otra tecnolog\u00eda transformadora: el <a href=\"https:\/\/en.wikipedia.org\/wiki\/Internet_of_things\">Internet de las Cosas (IoT <strong>)<\/strong><\/a>. Juntos, la IoT, la Computaci\u00f3n en el Borde y la IA est\u00e1n reconfigurando la forma en que recopilamos datos, tomamos decisiones y dise\u00f1amos sistemas urbanos m\u00e1s inteligentes y receptivos.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Understanding-the-Internet-of-Things-(IoT):-Smart-Networks-for-Smarter-Environments\">Understanding the Internet of Things (IoT): Smart Networks for Smarter Environments<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-397e36b7dd7c01235ee2a3b35e01473e\" id=\"From-simple-sensors-to-complex-industrial-machines,-learn-how-IoT-devices-communicate-and-scale-across-urban-and-remote-infrastructures\">From simple sensors to complex industrial machines, learn how IoT devices communicate and scale across urban and remote infrastructures<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>I won&#8217;t go into too much detail about IoT, as that could easily fill another article. But simply put, The Internet of Things (IoT) refers to a network of interconnected smart devices that can communicate with each other and perform tasks based on collected data. These devices can be as simple as a temperature sensor or as complex as an autonomous vehicle.<\/p>\n\n\n<p>Despite the name, IoT devices don\u2019t always need a traditional internet connection. They can communicate over local networks using low-power communication protocols like <a href=\"https:\/\/www.3gpp.org\/news-events\/3gpp-news\/nb-iot-complete\">NB-IoT<\/a>, <a href=\"https:\/\/en.wikipedia.org\/wiki\/LTE_(telecommunication)\">LTE-M<\/a>, <a href=\"https:\/\/mioty-alliance.com\/\">Mioty<\/a>, or <a href=\"https:\/\/en.wikipedia.org\/wiki\/LoRa\">LoRa<\/a>. In some cases, satellite-based connectivity\u2014like those offered by <a href=\"https:\/\/sateliot.space\/\">Sateliot <\/a> or <a href=\"https:\/\/www.oqtec.space\/\">OQ Technology<\/a>\u2014can be used, especially in remote areas without terrestrial coverage. This differs from direct-to-device technology, where users can connect their phones to a network in the same way they do with cellular or <a href=\"https:\/\/connectivity.esa.int\/directtodevice-connectivity-opportunity-europe\">satellite services<\/a>.<\/p>\n\n\n<p>The level of \u201csmartness\u201d varies from device to device. For instance, a basic sensor might send one data reading per day, while an industrial machine could process and transmit complex data continuously.<\/p>\n\n\n<p>To build an effective and scalable IoT system, several key factors must be considered:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Low Power Consumption \u2013 Critical for battery-powered or remote devices that need to operate for long periods without maintenance.<\/li>\n\n\n<li>Reliable &amp; Secure Connectivity \u2013 Ensures that data is transmitted consistently and protected from unauthorized access.<\/li>\n\n\n<li>Scalability \u2013 Allows the system to expand from a handful of devices to thousands without performance loss.<\/li>\n\n\n<li>Interoperability \u2013 Ensures devices from different vendors can communicate and function together.<\/li>\n\n\n<li>Data Integrity &amp; Processing \u2013 Guarantees the accuracy and usefulness of collected data through proper filtering and analysis.<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>A successful IoT deployment isn\u2019t just about connecting devices\u2014it\u2019s about creating a robust, secure, and energy-efficient network that can deliver real-time, actionable insights.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Deploying-IoT-in-Remote-Areas:-Off-the-Shelf-Solutions-and-Their-Limits\">Deploying IoT in Remote Areas: Off-the-Shelf Solutions and Their Limits<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-830bf558538acd932af9818b2e77260b\" id=\"Explore-how-commercial-IoT-sensors-monitor-environmental-conditions-in-infrastructure-free-zones-like-forests-or-rural-regions\">Explore how commercial IoT sensors monitor environmental conditions in infrastructure-free zones like forests or rural regions<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Imagine you need to monitor the environmental conditions of assets in remote areas such as a forest, nature reserve, or rural farmland\u2014where no existing infrastructure exists. This is a common scenario in agriculture, forestry, or conservation sectors.<\/p>\n\n\n<p>With off-the-shelf <strong>IoT sensors<\/strong>, you can measure variables like <strong>temperature, humidity, air quality, or soil moisture<\/strong>. These sensors typically send their data to a <strong>LoRaWAN Gateway<\/strong>, which then forwards the information via the internet to a central server or cloud platform.<\/p>\n\n\n<p>Because this is a relatively standard use case, there are many commercially available, <a href=\"https:\/\/www.milesight.com\/iot\/product\/lorawan-sensor\/wts506\">ready-to-use solutions <\/a> that can be deployed with minimal customization.<\/p>\n\n\n<p>But what if your needs go beyond these standard capabilities?<\/p>\n\n\n<p>Thanks to advancements in <strong>hardware miniaturization<\/strong> and <strong>energy efficiency<\/strong>, it&#8217;s now possible to build <strong>custom IoT devices<\/strong> that offer significantly more functionality at a reasonable cost. These devices can be powered by long-life batteries and operate autonomously for months\u2014or even years\u2014without maintenance.<\/p>\n\n\n<p>For example, a customized environmental monitoring station could be built using a <a href=\"https:\/\/www.raspberrypi.com\/for-industry\/\"><strong>Raspberry Pi<\/strong>,<\/a> equipped with the required sensors (temperature, humidity, barometric pressure), and connected via <strong>LoRa<\/strong> equipment (<a href=\"https:\/\/www.seeedstudio.com\/LoRa-E5-mini-STM32WLE5JC-p-4869.html\">node <\/a>&amp; <a href=\"https:\/\/www.rakwireless.com\/en-us\/technology\/lorawan\">LoRaWAN<\/a>) for long-range, low-power data transmission. This tailored setup provides greater control over data collection, processing, and transmission\u2014ideal for scenarios where flexibility is crucial.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Custom-IoT-and-Edge-Devices:-Tailoring-Solutions-for-Complex-Use-Cases\">Custom IoT and Edge Devices: Tailoring Solutions for Complex Use Cases<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-b16a3b1a787ea5fa8fdc4195f0e98511\" id=\"When-off-the-shelf-isn&#x2019;t-enough,-custom-built-IoT-devices-offer-flexibility,-local-AI-processing,-and-greater-adaptability.\">When off-the-shelf isn\u2019t enough, custom-built IoT devices offer flexibility, local AI processing, and greater adaptability<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Let\u2019s take the previous use case a step further. What if, in addition to monitoring weather conditions, you also want to observe <strong>wildlife activity<\/strong> in a remote area?<\/p>\n\n\n<p>To do this, you\u2019d need additional components\u2014like a <strong>camera module<\/strong> and possibly a <strong>motion sensor<\/strong>\u2014integrated into your IoT setup. But here\u2019s the challenge: if you&#8217;re using <strong>LoRaWAN<\/strong> as your communication protocol, you&#8217;re working with <strong>very limited bandwidth<\/strong>. This makes it impractical to transmit large files like videos or images. Plus, LoRa&#8217;s <strong>duty cycle restrictions<\/strong> limit how frequently you can send data.<\/p>\n\n\n<p>This is where <strong>Edge Computing<\/strong> becomes a game-changer.<\/p>\n\n\n<p>Because devices like Raspberry <strong> Pi<\/strong> have sufficient processing power, you can run software locally to process data on the device itself\u2014before sending anything over the network. For example, by deploying <strong>computer vision models<\/strong> locally, the system can perform tasks like:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Object detection<\/strong><\/li>\n\n\n<li><strong>Animal recognition<\/strong><\/li>\n\n\n<li><strong>Image segmentation<\/strong><\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Instead of sending full video frames, the device can transmit lightweight, meaningful data\u2014such as \u201c3 deer detected at 18:47\u201d or \u201cno movement in the last 6 hours.\u201d This drastically reduces data transmission needs while still delivering high-value insights.<\/p>\n\n\n<p>This combination of <strong>custom hardware<\/strong>, <strong>on-device intelligence<\/strong>, and <strong>low-bandwidth communication<\/strong> unlocks entirely new possibilities for remote monitoring across agriculture, conservation, and infrastructure.<\/p>\n\n\n<p>Now that we\u2019ve covered data optimization, let\u2019s break down the hardware needed for this setup.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Hardware-Breakdown:-What-You-Need-for-a-Custom-Edge-Enabled-IoT-Device\">Hardware Breakdown: What You Need for a Custom Edge-Enabled IoT Device<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-4b18e9121585dcad9152736b3b32be2c\" id=\"Get-a-detailed-overview-of-hardware-costs,-options,-and-energy-considerations-for-building-scalable-and-efficient-IoT-solutions.\">Get a detailed overview of hardware costs, options, and energy considerations for building scalable and efficient IoT solutions<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>In the previous example, we mentioned a setup using LoRaWAN for data transmission, a Raspberry Pi as the main processor, and various sensors and a camera for input. Let\u2019s take a closer look at the potential hardware requirements and associated costs to understand what\u2019s needed to build a custom edge-enabled IoT device.<\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"Estimated-Cost-Per-Custom-IoT-Device:\">Estimated Cost Per Custom IoT Device:<\/h4>\n\n\n<ul class=\"wp-block-list\">\n<li>Raspberry Pi (Main Processor): 80\u20ac<\/li>\n\n\n<li>Camera Unit + Sensors: 50\u20ac<\/li>\n\n\n<li>LoRa Node: 20\u20ac<\/li>\n\n\n<li>Housing, Cables, Small Components: 50\u20ac<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Total: 200\u20ac<\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"LoRaWAN-Network-hardware:\">LoRaWAN Network hardware:<\/h4>\n\n\n<ul class=\"wp-block-list\">\n<li>LoRaWAN Multichannel Gateway: \u20ac350<br\/>(Capable of supporting hundreds of LoRa nodes)<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Of course, your hardware setup will depend heavily on the specific needs of your project. Some scenarios may demand higher processing power, in which case you could upgrade your Raspberry Pi with a <a href=\"https:\/\/www.raspberrypi.com\/products\/compute-module-4\/?variant=raspberry-pi-cm4001000\">Compute Module<\/a> or even integrate a <a href=\"https:\/\/www.raspberrypi.com\/documentation\/accessories\/ai-kit.html#ai-kit\">Neural Processing Unit<\/a> (NPU) for advanced AI tasks.<\/p>\n\n\n<p>On the other hand, if ultra-low power consumption is a priority, alternatives like the <a href=\"https:\/\/www.espressif.com\/en\/products\/devkits\">ESP32 microcontroller<\/a> may be a better fit. For increased autonomy, you can integrate solar panels or advanced power management chips such as those offered by <a href=\"https:\/\/e-peas.com\/\">E-peas<\/a>.<\/p>\n\n\n<p>The flexibility of modern hardware ecosystems means you can tailor your solution based on:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Power consumption needs<\/li>\n\n\n<li>Processing power requirements<\/li>\n\n\n<li>Data transmission limitations<\/li>\n\n\n<li>Environmental conditions<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Once your hardware is in place, there\u2019s still one crucial element left to cover\u2014device management at scale.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Managing-IoT-at-Scale:-Platforms-for-Monitoring,-Troubleshooting,-and-Insights\">Managing IoT at Scale: Platforms for Monitoring, Troubleshooting, and Insights<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-beb52cc40850e190e4931251cdbad06d\" id=\"Discover-the-importance-of-software-platforms-in-tracking-IoT-devices,-analyzing-data,-and-maintaining-network-health-in-real-time.\">Discover the importance of software platforms in tracking IoT devices, analyzing data, and maintaining network health in real time<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>When you deploy dozens\u2014or even hundreds\u2014of IoT devices across different locations, <strong>manual management becomes impossible<\/strong>. That\u2019s where dedicated <strong>IoT software platforms<\/strong> come into play.<\/p>\n\n\n<p>Many modern platforms are <strong>GIS-based<\/strong>, offering interactive maps that allow operators to:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Visualize device locations<\/li>\n\n\n<li>Monitor real-time status<\/li>\n\n\n<li>Check signal coverage<\/li>\n\n\n<li>Analyze network performance<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>For instance, if a sensor stops sending data, the platform can <strong>automatically detect the failure<\/strong>, flag it in the user interface(GUI), and either:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Trigger a <strong>manual alert<\/strong> for human intervention<\/li>\n\n\n<li>Start an <strong>automated recovery process<\/strong>, such as restarting the device or adjusting its data transmission interval to save power<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>But these platforms go far beyond device management. They also play a key role in <strong>data processing and visualization<\/strong>:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Filter and clean raw sensor data<\/strong><\/li>\n\n\n<li><strong>Aggregate readings<\/strong> over time for long-term analysis<\/li>\n\n\n<li><strong>Generate summaries and visualizations<\/strong> via interactive dashboards<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>All of this happens in the background, allowing users to focus on <strong>decision-making<\/strong> instead of technical maintenance. Whether you&#8217;re running a network of smart weather stations or monitoring a city-wide lighting system, an IoT management platform ensures <strong>reliability, transparency, and operational efficiency<\/strong>.<\/p>\n\n\n<p>Having laid out the basics of edge computation in combination with IoT and provided examples of its application, we would like to present two projects that illustrate how Cactus has applied this technology in real-world settings.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"Smart-City-Innovation:-How-Cactus-Built-a-Scalable-TALQ-Based-Urban-Management-Platform\">Smart City Innovation: How Cactus Built a Scalable TALQ-Based Urban Management Platform<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-f8c65eb576de8fd454a859327b80cd11\" id=\"Learn-how-municipalities-can-control-lighting,-waste,-water,-and-traffic-from-one-centralized,-TALQ-compliant-interface.\">Learn how municipalities can control lighting, waste, water, and traffic from one centralized, TALQ-compliant interface<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>At Cactus, we&#8217;re proud to have delivered the first release of our SmartCity software platform\u2014a powerful solution that helps municipalities manage and monitor their urban infrastructure more efficiently.<\/p>\n\n\n<p>While its initial focus is public lighting, the platform is built with scalability and flexibility at its core. Thanks to its foundation on the TALQ Smart City Protocol, it can seamlessly integrate with a variety of Outdoor Device Networks (ODNs)\u2014including systems for water metering, smart waste bins, and traffic control.<\/p>\n\n\n<p>The TALQ protocol is a global standard that uses a RESTful API with JSON-LD to ensure interoperability between Central Management Software (CMS) and third-party smart city networks. This approach eliminates vendor lock-in and gives cities the freedom to adopt best-in-class solutions while maintaining a unified system.<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"709\" src=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-083400-1024x709.png\" alt=\"TALQ_Protocol_Image\" class=\"wp-image-27679\" srcset=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-083400-1024x709.png 1024w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-083400-768x532.png 768w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-083400.png 1378w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<p class=\"has-small-font-size\">Image courtesy of the TALQ Consortium<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Cactus has also developed its own ODN solutions for:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Lighting control<\/li>\n\n\n<li>Power inverters<\/li>\n\n\n<li>LoRaWAN gateways<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>These additions enhance the platform\u2019s versatility, supporting long-range, low-power communication across a wide range of urban devices.<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h4 class=\"wp-block-heading\" id=\"Key-features-of-the-platform\">Key features of the platform<\/h4>\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h5 class=\"wp-block-heading\" id=\"Scalable,-Multi-City-Architecture\">Scalable, Multi-City Architecture<\/h5>\n\n\n<p>Capable of managing thousands of devices across multiple cities, the platform is ideal for towns and metropolises alike<\/p>\n\n\n<h5 class=\"wp-block-heading\" id=\"Comprehensive-Asset-Control-and-Integration\">Comprehensive Asset Control and Integration<\/h5>\n\n\n<p>Compatible with all TALQ-compliant ODNs, including our in-house LoRaWAN-enabled systems. Users can remotely:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Set dimming levels<\/li>\n\n\n<li>Read GPS positions<\/li>\n\n\n<li>Send operational commands<\/li>\n\n\n<li>Program energy-saving behaviors<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h5 class=\"wp-block-heading\" id=\"Smart-Program-Control\">Smart Program Control<\/h5>\n\n\n<p>Municipalities can schedule device actions and enable speculative energy management. For example, inverters can activate non-critical loads when batteries are charged and electricity prices are low.<\/p>\n\n\n<h5 class=\"wp-block-heading\" id=\"Built-In-GIS-&amp;-Monitoring-Tools\">Built-In GIS &amp; Monitoring Tools<\/h5>\n\n\n<p>A powerful Geographic Information System (GIS) allows real-time asset visualization. Customizable dashboards show KPIs, system health, and alerts\u2014giving cities actionable insights at a glance.<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"444\" src=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-085115-1024x444.png\" alt=\"Geographic_Information_System_Image\" class=\"wp-image-27681\" srcset=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-085115-1024x444.png 1024w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-085115-768x333.png 768w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-085115-1536x667.png 1536w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/image-20250404-085115-2048x889.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<p class=\"has-small-font-size\">A snapshot of our Software IoT Platform<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h5 class=\"wp-block-heading\" id=\"Installation-&amp;-Field-Support\">Installation &amp; Field Support<\/h5>\n\n\n<p>The platform streamlines installation with guided workflows, GPS feedback, and field-ready reporting\u2014cutting setup time and minimizing human error.<\/p>\n\n\n<h5 class=\"wp-block-heading\" id=\"Alerts,-Notifications,-and-Reporting\">Alerts, Notifications, and Reporting<\/h5>\n\n\n<p>The system supports:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Real-time alerts (e.g., outages, abnormal readings)<\/li>\n\n\n<li>Automated notifications to relevant departments<\/li>\n\n\n<li>Advanced reporting for audits, planning, and performance reviews<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>In short, our SmartCity platform gives municipalities the tools to centralize, optimize, and future-proof their infrastructure.<\/p>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"AI-at-the-Edge-for-Pest-Control:-Inside-Cactus&#x2019;-ECOPEST-Detection-System\">AI at the Edge for Pest Control: Inside Cactus\u2019 ECOPEST Detection System<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-dd99580869bf72ef92827206575b1264\" id=\"Using-computer-vision-and-infrared-tech,-Cactus-has-developed-an-autonomous-rodent-detection-system-for-harsh-environments.\">Using computer vision and infrared tech, Cactus has developed an autonomous rodent detection system for harsh environments<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>The <strong>ECOPEST TECH SOLUTIONS II<\/strong> project is a cutting-edge initiative developed by Cactus in collaboration with a dynamic consortium of partners:<br\/><strong>Nazaries Intelligenia, OnTech Innovation, Bioga, Athisa Medio Ambiente, and Fundaci\u00f3n MEDINA.<\/strong> It is co-funded by the <strong>Spanish Ministry of Industry and Tourism<\/strong>.<\/p>\n\n\n<p>The goal of this initiative is to innovate, research, and develop new scientific and technological solutions that minimize the use of currently authorized traditional biocides through various strategies.<\/p>\n\n\n<p>Within the project, Cactus is responsible for the development of an <strong>AI-powered surveillance system<\/strong> designed to <strong>detect rodent activity in remote and challenging environments<\/strong>, such as sewer systems. The surveillance system is fully autonomous and is capable of detecting rodents in full darkness due to its near infrared lighting system. It sends detection evets via LoRa to the Cactus backend.<\/p>\n\n\n<p>We began by defining the system\u2019s <strong>hardware and software requirements<\/strong> based on the project goals and environmental constraints. After selecting the appropriate components, our team at Cactus developed both:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>The <strong>embedded software<\/strong> running on the IoT devices<\/li>\n\n\n<li>The <strong>backend application server<\/strong>, which receives and processes event data<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>Additionally, we trained and deployed <strong>custom computer vision models<\/strong> capable of running on edge devices with limited power and bandwidth.<\/p>\n\n\n<p>The result? A fully autonomous device that:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>Uses a <strong>near-infrared (NIR) lighting system<\/strong> to capture activity in complete darkness<\/li>\n\n\n<li><strong>Detects rodents in real time<\/strong> using on-device AI<\/li>\n\n\n<li><strong>Sends detection alerts via LoRa<\/strong> to a central backend for further action<\/li>\n<\/ul>\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>This setup is a perfect example of how <strong>AI, edge computing, and low-power communication<\/strong> can come together to create <strong>high-impact solutions<\/strong>\u2014even in the most inaccessible locations.<\/p>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"424\" src=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/Captura-de-pantalla-2025-04-10-a-las-11.11.40-1024x424.png\" alt=\"sewer_system_diagram_Image\" class=\"wp-image-27683\" srcset=\"https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/Captura-de-pantalla-2025-04-10-a-las-11.11.40-1024x424.png 1024w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/Captura-de-pantalla-2025-04-10-a-las-11.11.40-768x318.png 768w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/Captura-de-pantalla-2025-04-10-a-las-11.11.40-1536x636.png 1536w, https:\/\/stage.cactus-now.com\/wp-content\/uploads\/2025\/04\/Captura-de-pantalla-2025-04-10-a-las-11.11.40-2048x848.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"The-Future-of-IoT-&amp;-Edge-AI:-What's-Next-for-Smart-Infrastructure?\">The Future of IoT &amp; Edge AI: What&#8217;s Next for Smart Infrastructure?<\/h2>\n\n\n<h4 class=\"wp-block-heading has-cyan-bluish-gray-color has-text-color has-link-color wp-elements-8d9167d94459000831c8eb08d24a1816\" id=\"As-technologies-converge,-new-opportunities-emerge-for-intelligent,-connected-systems-across-industries&#x2014;from-cities-to-wildlife.\">As technologies converge, new opportunities emerge for intelligent, connected systems across industries\u2014from cities to wildlife<\/h4>\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<p>As technological capabilities continue to evolve \u2014 particularly in fields such as AI, edge computing, IoT, and satellite communications \u2014 the number and diversity of these use cases are expected to grow significantly. This rapid advancement will enable more intelligent, efficient, and scalable solutions to complex challenges.<\/p>\n\n\n<p>At <strong>Cactus<\/strong>, we bring a strong track record of success in designing and delivering innovative solutions that integrate diverse technologies\u2014or develop new ones when needed. Our expertise spans a wide range of services, enabling us to offer flexible and scalable platforms that adapt to evolving market demands and emerging technological opportunities. If you\u2019re facing a challenging IoT problem\u2014whether in agriculture, wildlife monitoring, smart cities, or other domains\u2014don\u2019t hesitate to contact us. We\u2019re here to help you turn complex needs into intelligent, effective solutions that brings great value to you and your customers.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Desbloqueando el Valor en el Mundo Real de las Tecnolog\u00edas Emergentes: Por Qu\u00e9 la IoT y la IA Importan Hoy Estamos viviendo en una \u00e9poca de r\u00e1pida transformaci\u00f3n tecnol\u00f3gica. Cada semana, los titulares anuncian nuevos avances\u2014especialmente en Inteligencia Artificial (IA)\u2014prometiendo revolucionar industrias y cambiar la forma en que vivimos y trabajamos. Pero m\u00e1s all\u00e1 del [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":33217,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[690,700],"tags":[],"class_list":["post-33213","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-de-cactus","category-nuestro-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/posts\/33213","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/users\/47"}],"replies":[{"embeddable":true,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/comments?post=33213"}],"version-history":[{"count":0,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/posts\/33213\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/media\/33217"}],"wp:attachment":[{"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/media?parent=33213"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/categories?post=33213"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stage.cactus-now.com\/es\/wp-json\/wp\/v2\/tags?post=33213"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}