---
description: Discover the best IoT Analytics Platform for your organisation. Compare top IoT Analytics Platform tools with customer reviews, pricing and free demos.
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title: Best IoT Analytics Platform - 2026 Reviews, Pricing & Demos
---

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# IoT Analytics Platform

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## Products

1. [Datadog](https://www.softwareadvice.co.uk/software/101405/datadog) — 4.6/5 (357 reviews) — Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers an...
2. [PRTG](https://www.softwareadvice.co.uk/software/151096/prtg-network-monitor) — 4.6/5 (254 reviews) — Say hello to PRTG Network Monitor, our award-winning and all-inclusive monitoring solution. Let us start by telling y...
3. [New Relic](https://www.softwareadvice.co.uk/software/142684/new-relic-one) — 4.5/5 (195 reviews) — New Relic is a cloud-based network monitoring and observability platform designed to help businesses analyze, optimiz...
4. [SISMETRO](https://www.softwareadvice.co.uk/software/355707/sismetro-maintenance-management-cmms) — 4.5/5 (121 reviews) — Sismetro is an easy-to-use software platform that enables users to make intelligent decisions based on their data. Si...
5. [Dynatrace](https://www.softwareadvice.co.uk/software/234304/dynatrace) — 4.5/5 (82 reviews) — Dynatrace is an AIOps solution designed to help businesses automate multi-cloud processes and streamline collaboratio...
6. [PEAK](https://www.softwareadvice.co.uk/software/323649/peak) — 4.7/5 (71 reviews) — PEAK, a superior building analytics SaaS platform by CIM, streamlines property portfolio management using data, smart...
7. [Elastic Stack](https://www.softwareadvice.co.uk/software/132343/elasticsearch) — 4.6/5 (70 reviews) — Built on a foundation of free and open, Elasticsearch, Logstash, Kibana, and Beats pave the way for diverse use cases...
8. [Google Cloud IoT](https://www.softwareadvice.co.uk/software/240790/google-cloud-iot) — 4.5/5 (46 reviews) — Google Cloud IoT is a cloud-based internet of things (IoT) platform that helps businesses securely analyze, manage an...
9. [Scaleway](https://www.softwareadvice.co.uk/software/185326/scaleway) — 4.5/5 (46 reviews) — Scaleway is a cloud and database management solution that helps businesses deploy and manage cloud computing infrastr...
10. [AppDynamics](https://www.softwareadvice.co.uk/software/433734/appdynamics) — 4.5/5 (41 reviews) — AppDynamics is an AI-powered application performance management (APM) platform that provides businesses with complete...
11. [Sumo Logic](https://www.softwareadvice.co.uk/software/80463/sumo-logic) — 4.6/5 (33 reviews) — Sumo Logic is a cloud-based log management platform that helps small to large businesses create, manage and archive e...
12. [FourJaw](https://www.softwareadvice.co.uk/software/242661/fourjaw) — 4.6/5 (30 reviews) — Looking for simple and affordable software to get key production data from your machines? FourJaw's plug-and-play man...
13. [Vantage](https://www.softwareadvice.co.uk/software/268763/vantage) — 4.3/5 (25 reviews) — Teradata Database enables users to utilize wearables and personal medical devices to analyze patient heart rate or ac...
14. [Rayven](https://www.softwareadvice.co.uk/software/333185/rayven) — 5.0/5 (24 reviews) — Rayven designs and delivers operational systems for industrial and asset-intensive businesses. Most operations run on...
15. [ShiftWorx](https://www.softwareadvice.co.uk/software/229405/shiftworx) — 4.4/5 (22 reviews) — FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous ...
16. [Secomea](https://www.softwareadvice.co.uk/software/440313/secomea) — 4.7/5 (19 reviews) — Secomea is a Secure Remote Access (SRA) solution specifically designed for industrial networks and OT equipment. It i...
17. [Microcall](https://www.softwareadvice.co.uk/software/426429/microcall) — 4.6/5 (18 reviews) — Microcall is a unified call analytics solution that helps organizations analyze and clarify complicated voice data by...
18. [proGrow](https://www.softwareadvice.co.uk/software/359594/progrow) — 4.4/5 (15 reviews) — proGrow is an intelligent web platform dedicated to industrial frontline operations, with state-of-the-art IoT connec...
19. [Factbird](https://www.softwareadvice.co.uk/software/333741/blackbird) — 4.8/5 (12 reviews) — Factbird is a manufacturing intelligence solution that simplifies data gathering and analysis for all manufacturers. ...
20. [Memfault](https://www.softwareadvice.co.uk/software/255627/memfault) — 4.9/5 (10 reviews) — Memfault’s embedded observability platform brings the agility and flexibility of software development to hardware dev...
21. [Machine Learning on AWS](https://www.softwareadvice.co.uk/software/390863/machine-learning-on-aws) — 4.7/5 (6 reviews) — AWS provides the most comprehensive set of artificial intelligence (AI) and machine learning (ML) services. With a fu...
22. [AWS IoT](https://www.softwareadvice.co.uk/software/393858/aws-iot) — 4.8/5 (5 reviews) — AWS IoT is an audit and IoT analytics solution that helps businesses streamline processes related to predictive maint...
23. [Visplore](https://www.softwareadvice.co.uk/software/239547/visplore) — 4.8/5 (4 reviews) — Modern production relies on KPIs and dashboards to monitor performance. When scrap, energy use, or cycle times worsen...
24. [Ubidots STEM](https://www.softwareadvice.co.uk/software/360831/ubidots) — 4.5/5 (4 reviews) — Ubidots STEM is a non-commercial license that supports Ubidots' mission of making IoT easier and more accessible for ...
25. [SkySpark](https://www.softwareadvice.co.uk/software/193801/skyspark) — 4.5/5 (4 reviews) — Designed for a wide variety of verticals across the energy, agriculture, government, and retail industries, SkySpark ...

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## Related Categories

- [Network Monitoring Tools](https://www.softwareadvice.co.uk/directory/4307/network-monitoring/software)
- [IoT Software](https://www.softwareadvice.co.uk/directory/4273/iot/software)
- [Application Performance Management Tools](https://www.softwareadvice.co.uk/directory/4140/application-performance-management/software)
- [Predictive Analytics Software](https://www.softwareadvice.co.uk/directory/481/predictive-analytics/software)
- [Business Intelligence Platform](https://www.softwareadvice.co.uk/directory/4336/bi/software)

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Let us start by telling you what PRTG is and can do. First and foremost, it is an on-premise and cloud-based network monitoring solution. It caters to businesses of all sizes (across multiple industry verticals) and is compatible with Windows 7 or later. Primary features include bandwidth monitoring, alerts, data publishing, customization support, and reporting. PRTG monitors your entire IT infrastructure and all important technologies are supported, such as: SNMP, WMI and Windows Performance Counters, SSH, Traffic analysis using flow protocols or packet sniffing, HTTP requests, REST APIs returning XML or JSON, Ping, SQL, and many more. In addition to what PRTG can already do well out of the box, it's super easy to configure it for your individual needs. This ultimately makes it a tool to \"monitor every thing\". Have we sparked your curiosity?\n\nYou can say PRTG has a helper syndrome. It helps users to monitor devices, network traffic, and applications. It specifically helps administrators and technical staff to monitor network outages, analyze network connections, monitor network quality, and comply with service level agreements. It can even help you monitor things you don't know you would like to monitor. Like the power generation of the PV system on your company roof. #mindblown\n\nPracticality is paramount. PRTG assists IT administrators to monitor up- and downtime for an individual device or an entire network using a single console. A customizable dashboard displays real-time network performance and status information for all devices. Administrators can remotely dispatch updates or install new applications across devices using a master console. PRTG's capability to distributed monitoring means you can monitor networks in different locations and separated networks within your company with PRTG Remote Probes. You can use remote probes to monitor your LAN with the hosted version of PRTG and get the overview in one central PRTG core installation. You can also use remote probes to distribute monitoring load.\n\nEach PRTG license supports an unlimited number of users and includes all features. Our license assistant helps you find the perfect license based on your number of devices and applications. Oh, and we also offer a free, 30-day trial of PRTG. This gives you full access to all the nice features our monitoring tool has to offer. So seriously, what are you waiting for?","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/3c1cb104-a1c0-499c-a084-112062fdb636.jpeg","url":"https://www.softwareadvice.co.uk/software/151096/prtg-network-monitor","@type":"ListItem"},{"name":"New Relic","position":3,"description":"New Relic is a cloud-based network monitoring and observability platform designed to help businesses analyze, optimize and troubleshoot software stack. Features include real-time alerts, serverless monitoring, incident management, data query and health map. \n\nThe solution enables enterprise engineers to collect telemetry data such as events, logs or traces, filter and save search results through built-in log management UI, perform root cause analysis and visualize the stack performance via the dashboard. IT professionals can monitor distributed services, applications, containers, virtual machines or servers available on-premises or cloud. Team members can receive failure warnings about potential anomalies and prioritize issues accordingly. \n\nNew Relic offers integration with various third-party applications including Terraform, Microsoft Azure, Consul, MySQL, Elasticsearch, Google BigQuery and MongoDB. It comes with mobile applications for Android and iOS. It provides monthly and usage-based pricing options and support is extended via documentation and forum.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/faa86e5c-3e51-4e63-867a-8ccc633fc886.jpeg","url":"https://www.softwareadvice.co.uk/software/142684/new-relic-one","@type":"ListItem"},{"name":"SISMETRO","position":4,"description":"Sismetro is an easy-to-use software platform that enables users to make intelligent decisions based on their data. Sismetro helps business owners understand, manage and track their maintenance needs through a simpler method of deployment, monitoring and analysis. Sismetro tracks your assets and calculates the depreciation rate of industrial assets.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/38acf15f-0c52-407e-9cef-350e54e03f9b.jpeg","url":"https://www.softwareadvice.co.uk/software/355707/sismetro-maintenance-management-cmms","@type":"ListItem"},{"name":"Dynatrace","position":5,"description":"Dynatrace is an AIOps solution designed to help businesses automate multi-cloud processes and streamline collaboration across multiple teams through purpose-built use cases. Its filtering capabilities enable supervisors to search for specific entities according to requirements.\n\nThe system offers built-in support for several technologies such as OneAgent, ActiveMQ, Amazon Connect, Android Webkit, Ansible Tower, Azure Application Gateway and more. Dynatrace allows administrators to configure access permissions for staff members and track processes across web and mobile application tiers. 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Revolutionize property management and operational processes with PEAK's all-encompassing solution.\nThe main benefits of PEAK include:\n\nEnhanced efficiency: Streamline property operations, reduce downtime, and optimize resource utilization.\nImproved sustainability: Monitor and manage energy consumption, reducing environmental impact and emissions.\nTenant comfort: Ensure optimal thermal comfort and indoor air quality for better tenant satisfaction.\nAdvanced monitoring: Continuous 24/7 monitoring of building equipment to identify issues and anomalies.\nData-driven insights: Make informed decisions based on comprehensive operational data and performance metrics.\nSimplified task assignment: Easily delegate tasks to team members, improving collaboration and issue resolution.\nCentralized workflow: Manage property operations from a single platform, reducing time spent on meetings and emails.\nTransparent reporting: Access detailed reports to track progress, benchmark performance, and identify areas for improvement.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/67383ebc-f6f4-4a9d-b34c-dc70bd80e761.png","url":"https://www.softwareadvice.co.uk/software/323649/peak","@type":"ListItem"},{"name":"Elastic Stack","position":7,"description":"Built on a foundation of free and open, Elasticsearch, Logstash, Kibana, and Beats pave the way for diverse use cases that start with logging and span as far as your imagination takes you. 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Features of Google Cloud IoT include TLS security, role-based access control, asset tracking, analytics and more. Additionally, it lets users manage the registration, deployment and operation of dispersed devices and automatically update their properties.\n\nGoogle Cloud IoT supports integration with several third-party platforms including Searce, Cloudfresh, Cloudbakers, Maven Wave, SoftServe, SADA, MediaAgility, Onix, Servian and more. Pricing is available on request and support is extended via phone, email, documentation and other online measures.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d14b6ea2-9522-4728-a738-a2523c5ac6b2.png","url":"https://www.softwareadvice.co.uk/software/240790/google-cloud-iot","@type":"ListItem"},{"name":"Scaleway","position":9,"description":"Scaleway is a cloud and database management solution that helps businesses deploy and manage cloud computing infrastructures. The platform enables IT teams to create database instances, generate custom reports, define network access rules and clone production databases into an integrated development environment.\n\n\nIt offers a variety of features including GDPR compliance, network monitoring, data synchronization, automated notifications, data backup and more. IT professionals can utilize Scaleway’s load balancing functionality to distribute website traffic across various platforms including Digital Ocean, Microsoft Azure, Amazon Web Services, Google Cloud and more. Additionally, employees can use the application to store a variety of data such as photos, videos, and documents in a centralized repository.\n\n\nScaleway facilitates integration with Netdata, a system monitoring application, which automatically collects and displays system metrics such as CPU usage, disk activities, website visitors and more. Pricing is available on monthly subscriptions and support is extended via documentation, FAQs and online videos.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/7f75f47d-7cfe-470a-a4ee-6735441dfcf7.png","url":"https://www.softwareadvice.co.uk/software/185326/scaleway","@type":"ListItem"},{"name":"AppDynamics","position":10,"description":"AppDynamics is an AI-powered application performance management (APM) platform that provides businesses with complete observability over the performance of their IT infrastructure. Unifying full-stack performance monitoring, AppDynamics can turn IT performance into profit by providing insights and visibility over every component, from servers to cloud-native environments.\n\n\nAppDynamics can manage, monitor, and analyze the performance of enterprise business applications with dynamic IT monitoring, application mapping, automatic issue detection, root-cause diagnosis, and real-time performance intelligence. With auto-discovery capabilities, AppDynamic can capture business transactions by tracking every component of any application and visualizing these components in a topology map. For performance monitoring, baselines are automatically created to track the fluctuating patterns of any performance metric. Automatic detection capabilities can identify performance anomalies and notify IT departments before the anomaly becomes an issue.\n\n\nAdditionally, AppDynamics can assist IT administrators with resolving issues in live environments by assessing application behavior and performance using business transaction snapshots. With AppDynamics' customizable business intelligence dashboard, Business iQ, non-technical users can view business health and performance to make clear and informed decisions.\n\n\nAppDynamics can be enhanced through integration with a number of industry solutions such as Jira, Kubernetes, AWS, Azure, and much more.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d01a53c3-a7cb-4f8e-a229-4e9af4545e0b.jpeg","url":"https://www.softwareadvice.co.uk/software/433734/appdynamics","@type":"ListItem"},{"name":"Sumo Logic","position":11,"description":"Sumo Logic is a cloud-based log management platform that helps small to large businesses create, manage and archive event logs for auditing, issue tracking and compliance. The centralized platform comes with real-time analytics module for users to identify, investigate and resolve cyber threats, data breaches, and compliance negligence. \n\n\nDesigned for professionals in development, engineering, IT, customer success, product, data science, security sectors, features of Sumo Logic include multiple user profiles, access controls, auto-scheduled searches, real-time alerts, identification of potential threats, custom reports and more. The system allows users to break data into silos and improve collaboration through shareable dashboards, reports and custom searches.\n\n\nSumo Logic comes with an application programming interface, which allows enterprises to modify as well as integrate the platform with several third-party software such as Artifactory, MongoDB, Data Volume, CrowdStrike, Apache, Google Apps, Heroku, Microsoft SQL Server, and more.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/831933d9-71e3-4cff-81b6-34e39e50bcb2.png","url":"https://www.softwareadvice.co.uk/software/80463/sumo-logic","@type":"ListItem"},{"name":"FourJaw","position":12,"description":"Looking for simple and affordable software to get key production data from your machines? \n\nFourJaw's plug-and-play manufacturing analytics software captures production data with ease, identify bottlenecks and maximise production efficiency.\n\nWe work with manufacturers to support their continuous improvement and lean manufacturing programs, by providing the right information to make informed decisions to continually improve their processes. \n\nGet in touch if you would like to explore how FourJaw's machine monitoring software can benefit your business!","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/559f4497-76a9-4830-8b3e-34bd49abd9c1.png","url":"https://www.softwareadvice.co.uk/software/242661/fourjaw","@type":"ListItem"},{"name":"Vantage","position":13,"description":"Teradata Database enables users to utilize wearables and personal medical devices to analyze patient heart rate or activity data to understand medication compliance, then alert patients with feedback. The workload management solution allows individuals to maintain operational efficiency and generate analytics at scale with multiple uses and diverse tasks. Companies can analyze data to optimize manufacturing processes by setting production schedules, determining the price, and choosing the most efficient way to deliver goods.\n\nAdmins can obtain the most frequently accessed data through Teradata Intelligent Memory and answer complex questions via the In-Memory Optimizations function. Teradata Database supports multiple data types and structures, from traditional to multi-structured data, like weblogs, XML, JSON, and CSV. It also allows users to run their queries efficiently through Teradata Optimizer to determine the best plan for accessing, joining, and aggregating tables.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/600fbd4b-9a9d-477c-a2fd-4f50746db5d9.png","url":"https://www.softwareadvice.co.uk/software/268763/vantage","@type":"ListItem"},{"name":"Rayven","position":14,"description":"Rayven designs and delivers operational systems for industrial and asset-intensive businesses.\n\nMost operations run on a mix of legacy systems, spreadsheets, manual processes, and tools that don’t talk to each other. Rayven brings all of that together. We connect data from IT, OT, IoT, files, and existing platforms - anything - without rip-and-replace, then turn it into automation and made-to-fit operational applications that run in one place.\n\nInstead of forcing teams to change how they work, Rayven is built around real operational environments - sites, assets, field teams, production, logistics, and infrastructure. Teams get a single, current view of what’s happening across operations, with real-time visibility and automated workflows that actually hold up in the field.\n\nOn top of the unified data foundation, Rayven delivers complete operational solutions: replacing spreadsheets and manual handoffs, reducing double-handling, and closing the gaps between systems and teams. These systems support day-to-day execution as well as ongoing improvement, from maintenance and scheduling to field operations, compliance, and asset visibility.\n\nEverything is delivered end-to-end. Rayven designs the solution, provides the underlying technology, deploys it, and supports it over time. Customers don’t need internal development teams, data engineers, or large implementation projects. That’s why Rayven can deliver quickly, keep costs under control, and build systems that fit each operation rather than forcing a standard product.\n\nRayven works directly with end customers and with partners through white-label and co-branded solutions.\n\nBased in Australia and New Zealand, Rayven supports industrial organisations globally across manufacturing, logistics, utilities, infrastructure, mining, and other asset-intensive sectors.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4510138a-2680-436b-b398-1219d4e4988a.png","url":"https://www.softwareadvice.co.uk/software/333185/rayven","@type":"ListItem"},{"name":"ShiftWorx","position":15,"description":"FreePoint Technologies' ShiftWorx is a unique grouping of modules that provide an end-to-end solution for continuous improvement across the production floor.\n\n▪ Production Management - Real-time information on machine performance, jobs, and operator workforce.\n\n▪ Performance Analysis - Metrics at the machine, line or plant for historical, situational and predictive insights.\n\n▪ Quality & Compliance - Benchmarking, standards and procedures to meet audit and compliance regulations.\n\n▪ Team Member Development & Performance - Operators have better tools for creating value added work.\n\nShiftWorx provides a ‘holistic’ shopfloor management platform that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise.\n\n▪ Fully customized modular suite of products.\n▪ Toyota Production System (TPS) expertise \n▪ Measures and monitors critical production areas.\n▪ Managed Services included.\n▪ Cloud-connects equipment of any age, type or brand.\n\nMeasure, Analyze, and Improve with ShiftWorx! Contact us today for a complimentary consultation from our TPS experts! Schedule a software demonstration specific to your Industry and requirements.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/856f6a5e-990b-4bdc-8ae1-a954e480efac.png","url":"https://www.softwareadvice.co.uk/software/229405/shiftworx","@type":"ListItem"},{"name":"Secomea","position":16,"description":"Secomea is a Secure Remote Access (SRA) solution specifically designed for industrial networks and OT equipment. It is utilized by nearly ten thousand customers worldwide across numerous sites, enabling them to remotely manage their machines and prevent downtime.\n\nSecomea's solution integrates with any OT equipment, allowing organizations to secure their cyber-physical systems. This enables technicians to remotely access and intervene in production facilities, reducing travel expenses, response time, and security risks.\n\nThe implementation of Secomea's solution typically requires just one day per site. With a user-friendly and intuitive interface, Secomea aims to simplify secure remote access while maintaining global oversight and local control.\n\nSecomea's features:\n\nIdentity and access management features:\n\n- Privileged access management: Set up hierarchy-based user roles based on the principle of least privilege\n- Granular access control: Control access on an individual level with granular permissions\n- Advanced grouping: Perform mass administration of user permissions\n- Just-in-time (JIT) access: Grant temporary or scheduled access to specific assets\n- Always-on access: Set up a static, persistent tunnel connection between two separate networks\n- Request for access: Users can request access to specific assets, and admins can approve it in one click\n- Multi-Factor Authentication (MFA): Verify users’ identities via MFA with SMS authentication\n- Single Sign-On (SSO): Secure users’ authentication via Single Sign-On (SSO) with Azure AD or Okta\n\nRemote access features:\n\n- Agentless, web-based system: Use Secomea directly from your browser – no need to install a plugin or application\n- Direct access via lightweight client: Supporting OT protocols such as Modbus, Profinet, EtherCAT, Ethernet/IP, etc.\n- Indirect and clientless access: Supporting remote access from your browser via RDP, VNC, SSH, Telnet, HTTPS\n- Secure file transfer: Scan files transferred remotely for viruses or malware to assess their safety\n\nAudit and monitoring:\n\n- Real-time activities monitoring: Get an overview of ongoing remote access sessions from the Prime Dashboard\n- Audit logs: Track every activity performed on your machines to document who did what and when\n- Session recordings: Capture videos of remote access sessions for troubleshooting and audit purposes\n- Alerts and automated actions: Get SMS/email notifications for specific events and automate triggered actions\n- Access gateways information: Get a centralized overview of all gateways with detailed info (serial number, IP, firmware, last heartbeat). Register info on their physical location and contact details for streamlined operations\n- Vulnerability hub: Spot gateways that are not running the latest firmware version and those whose models are approaching End of Life or End of Support to ensure timely updates and replacements\n\nCustomization and integrations:\n- API access: Integrate Secomea with other tools you use to run your operations\n- AD integration: Changes implemented in Microsoft Azure Active Directory are synced hourly in Secomea’s access management server.\n- Security Information and Event Management (SIEM) integration: Integrate your SIEM system (Syslog, Splunk, etc.) with Secomea\n- Data Collection Module (DCM) and cloud integration\n- Collect data from your industrial equipment using its native data collection protocols (OPC UA, Modbus TCP, Siemens S7, Ethernet/IP, MQTT, etc.) and send it to your chosen cloud solution for further processing (Microsoft Azure IoT Hub, Amazon AWS IoT Core, Software AG Cumulocity IoT, Aveva Insight, MQTT data servers, etc.)\n- Support system integration: Integrate your support system with Secomea’s to centralize ticket management\n- Branding: Customize your URL and login page to align it with your corporate brand.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4ef015ad-ad45-47d0-9bc4-3367d535d5f0.jpeg","url":"https://www.softwareadvice.co.uk/software/440313/secomea","@type":"ListItem"},{"name":"Microcall","position":17,"description":"Microcall is a unified call analytics solution that helps organizations analyze and clarify complicated voice data by producing easy-to-visualize dashboards to improve employee productivity, manage the voice infrastructure, troubleshoot voice issues, reduce expenses, and improve operational efficiency. \n\nMicrocall helps users streamline employee management and the voice infrastructure by providing cradle-to-grave searches and ad-hoc reports, real-time alerts for notification of SIP capacity issues, improper routing, voice usage irregularities, customer service levels, increased expenses, toll fraud, as well as dashboards for employee abuse and misuses.\n  \nMicrocall integrates with all on-premises and cloud-based voice solutions including Cisco, Microsoft Teams, Avaya, Webex and all Session Border Controllers.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f4e53e91-d175-4b1e-b5fa-527857678f19.jpeg","url":"https://www.softwareadvice.co.uk/software/426429/microcall","@type":"ListItem"},{"name":"proGrow","position":18,"description":"proGrow is an intelligent web platform dedicated to industrial frontline operations, with state-of-the-art IoT connectivity and data analysis. In a nutshell, proGrow converts any equipment or workstation online.\n\nWith customizable KPIs within real-time dashboards, historical analysis, and automatic reports, our customers make fast, data-driven decisions. The platform also allows operations to improve through customized workflows, such as maintenance or quality tickets and continuous improvement tools.\n\nWith plug-and-play installation and customizable control panels, proGrow returns are generated immediately.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/4945b2c1-63d7-448a-98c8-693bcf3b057d.png","url":"https://www.softwareadvice.co.uk/software/359594/progrow","@type":"ListItem"},{"name":"Factbird","position":19,"description":"Factbird is a manufacturing intelligence solution that simplifies data gathering and analysis for all manufacturers. Our mission is to redefine the boundaries of manufacturing intelligence, promoting operational efficiency, enhanced process optimization, and sustainable practices.\n\nThis robust system comprises edge devices, sensors, and cameras for in-depth data acquisition, alongside a cloud-based application that captures, processes, and converts the data into actionable insights. \n\nKey offerings of the Factbird cloud application include: \n\n- Built-in OEE calculations and production monitoring \n- Video capture and historical data analytics to support continuous improvements\n- Process and quality performance management and monitoring\n- Corrective and proactive maintenance supported by real-time and historical equipment data\n-Tracking and analysis of utility consumption in the production processes","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/e9269aad-25c8-4173-b6ae-1f59eb1e5e0d.jpeg","url":"https://www.softwareadvice.co.uk/software/333741/blackbird","@type":"ListItem"},{"name":"Memfault","position":20,"description":"Memfault’s embedded observability platform brings the agility and flexibility of software development to hardware development. Our solution modernizes device monitoring, debugging, and deployment of updates, improving time-to-market and overall fleet health - all without impacting the end user.\n\n\nWhy Memfault: \n\nHardware developers have traditionally relied on passive processes to monitor, debug, and update connected devices. End users often find bugs like Bluetooth connectivity issues, battery life regressions, and unexpected resets before developers are aware of them. Investigating these bugs is time-consuming and costly: teams either have to reproduce issues on their own units or ask customers to mail their devices in for evaluation.  It would take months and significant engineering resources to implement the tooling necessary to get equivalent functionality to what Memfault offers.\n\n\nBy using Memfault internally, our customers are able to work more efficiently cross-functionally.\n\n- QA Engineers - Many of our customers are able to catch and fix issues before their device even ships. QA teams do not need to manually collect logs or device data, as Memfault automatically captures all relevant device states and sends it to the development team.\n\n- Firmware / Hardware Engineers - With Memfault, engineers are no longer dependent on support teams to escalate issues to them. Instead, they get automated reports within minutes of an issue happening anywhere in the world with all the information they need to root cause it. No need to reproduce the issue or wait for customers to mail their faulty devices back.\n\n- Support - With Memfault, device performance information is a few clicks away. Rather than ask customers what they are experiencing, support teams can simply query the device and zero in on the problem.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/968f68d1-a6f7-41c8-b492-d566b8991b84.png","url":"https://www.softwareadvice.co.uk/software/255627/memfault","@type":"ListItem"},{"name":"Machine Learning on AWS","position":21,"description":"AWS provides the most comprehensive set of artificial intelligence (AI) and machine learning (ML) services.\n\nWith a fully managed cloud infrastructure, you can build, train, and deploy integrated machine learning models for any use case. Scalable, low-cost machine learning with high performance.\n\nWith AWS machine learning, you can make accurate predictions, gain deeper insights from your data, reduce operational overhead, and improve customer experience (ML). AWS supports you at every stage of your ML adoption journey by providing the most comprehensive set of AI and ML services, infrastructure, and implementation resources.\n\nAWS offers 2 months of free machine learning usage under it's free-tier offering. AWS machine learning offers at least 54% lower total cost of ownership over three years compared to other cloud-based solutions.\n\nThis AWS Machine Learning eBook will walk you through what benefits AWS Machine Learning can have for your business.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ae5bee60-2857-4188-b257-d2a0e1406f05.jpeg","url":"https://www.softwareadvice.co.uk/software/390863/machine-learning-on-aws","@type":"ListItem"},{"name":"AWS IoT","position":22,"description":"AWS IoT is an audit and IoT analytics solution that helps businesses streamline processes related to predictive maintenance, data collection, event detection, and more from within a unified platform. It allows team members to utilize SiteWise module to collect and analyze data from industrial equipment to identify issues, optimize processes, manage visualizations, and more.\n\nAWS IoT device management tool lets users handle device registration, locate connected devices, manage remote reboots, monitor device health, set up access policies, and streamline other operations. It allows employees to build industrial, home automation, electric vehicle, and public safety-based IoT applications.\n\nAWS IoT's pricing is available on request and support is extended via documentation, FAQs, email, and other online measures.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/d778954b-6cd4-4c7e-9010-5b86b708bbb0.png","url":"https://www.softwareadvice.co.uk/software/393858/aws-iot","@type":"ListItem"},{"name":"Visplore","position":23,"description":"Modern production relies on KPIs and dashboards to monitor performance. When scrap, energy use, or cycle times worsen, deviations are visible but causes remain unclear. Manual data analysis in spreadsheets delays action and increases costs.\n\nVisplore closes this gap between monitoring and understanding. It is the leading European software for deep, systematic root cause analysis in industrial environments. When KPIs and simple trends are no longer sufficient and action is time-critical, Visplore complements dashboards with guided forensic analyses that uncover the “why” behind deviations — directly across all relevant IT/OT time series in one environment.\n\nInstead of switching tools or manually merging data, engineers can start a structured root cause analysis with one click, directly from KPI deviations. Whether the task is understanding why a specific batch produced more scrap, how process conditions differed in high-quality runs, or why machine cycles suddenly take longer, Visplore enables fast, transparent answers through interactive time series analysis and multivariate exploration.\n\nAt its core, Visplore combines powerful data analysis with an intuitive visual analytics process optimization workflow. Users can compare operating states, identify influencing variables, detect hidden correlations, and validate hypotheses without complex modeling or programming. All insights are derived through guided steps and clear visualizations — no black boxes, no opaque algorithms. This makes advanced analytics accessible to everyday engineers, not just data scientists.\n\nVisplore works seamlessly across the entire IT/OT landscape, integrating process, asset, quality, and material data. Because it is fully deployable on-premise, sensitive production data remains where it belongs — inside the existing infrastructure. Engineers analyze data where it lives, without cloud transfer or complicated data pipelines.\n\nCompared to other data analysis tools such as Seeq and TrendMiner, Visplore is built for on-premise deployments and for everyday engineering use, making industrial data analysis accessible, repeatable, and ready for action.\n\nA deep dive into process behavior should not require days of preparation. With Visplore, the transition from monitoring to structured analysis happens instantly. Deviations are transformed into standardized forensic workflows that guide users step by step through time series analysis, root cause analysis, and performance validation. This structured approach ensures that investigations are not only fast, but also reproducible across teams, units, and sites.\n\nThe result is a measurable reduction in time-to-insight and time-to-action — from days to minutes. Expert knowledge becomes embedded in templates and best-practice workflows, reducing dependency on individual specialists and freeing up valuable engineering capacity. Instead of relying on central analytics teams, operational staff can independently perform advanced data analysis and drive visual analytics process optimization in their daily work.\n\nVisplore also supports the evolution from reactive troubleshooting to proactive improvement. Proven analysis templates can be standardized and scaled into automated monitoring and reporting workflows. Insights gained during investigations can be operationalized to prevent recurring issues and continuously optimize performance.\n\nKey benefits:\n\n1. Rapid root cause analysis directly from KPI deviations\n\n2. Integrated time series analysis across all relevant data sources\n\n3. Structured, guided data analysis workflows for engineers\n\n4. Transparent, visual methods for hypothesis testing and validation\n\n5. On-premise deployment with seamless IT/OT connectivity\n\n6. Scalable visual analytics process optimization from ad-hoc troubleshooting to standardized reporting\n\nVisplore empowers industrial organizations to move beyond dashboards and turn data into decisions.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/08cef67a-3d99-4545-90cd-f1742d2d93cf.jpeg","url":"https://www.softwareadvice.co.uk/software/239547/visplore","@type":"ListItem"},{"name":"Ubidots STEM","position":24,"description":"Ubidots STEM is a non-commercial license that supports Ubidots' mission of making IoT easier and more accessible for everyone and is used by thousands of students, researchers, and hobbyists around the world. Ubidots STEM is best applied to DIY projects and non-commercial uses.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/ba5fcb46-3ec9-4528-9f24-1e32a4b843f6.png","url":"https://www.softwareadvice.co.uk/software/360831/ubidots","@type":"ListItem"},{"name":"SkySpark","position":25,"description":"Designed for a wide variety of verticals across the energy, agriculture, government, and retail industries, SkySpark is an IoT analytics platform that automatically analyzes data from automation systems, meters, sensors, and other smart devices to identify issues, patterns, deviations, faults and opportunities for operational improvements. SkySpark collects, stores, organizes, analyzes, and visualize vast amount of IoT data across multiple smart systems. \n\nWith over 500 built-in analytic functions, SkySpark can generate visualizations and data reports using a built-in analytic engine, Axon.  SkySpark’s View Builder can automatically generate customized analytic views using display widgets and a simple point-and-click tool. SkySpark can easily integrate with a variety of export formats and the full system can be accessed via the Project Haystack REST API.\n\nSkySpark is designed to runs on any machine that supports a Java VM.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/c4e63e9e-4c89-449a-809e-c4fb082f7ff7.png","url":"https://www.softwareadvice.co.uk/software/193801/skyspark","@type":"ListItem"}],"@id":"https://www.softwareadvice.co.uk/directory/4445/iot-analytics/software#itemlist","numberOfItems":25}
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