Best IoT Analytics Platforms - Page 11

How Many IoT Analytics Platforms Products Does G2 Track?

Total Products under this Category: 156

Category Stats (Nov 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: I-care Group (+2.72%) - Among all products in this category, I-care Group recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank IoT Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,500+ Authentic Reviews
  • 156+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for IoT Analytics Platforms

G2 Grid® for IoT Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Insights Hub, TagoIO, Rayven, Elastic Observability, TRACTIAN, TrendMiner, AWS IoT SiteWise, and Google Cloud IoT Core.

Underlying data: [Grid® JSON](https://www.g2.com/categories/iot-analytics-platforms/grids.json?focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=tagoio&focus%5B%5D=rayven&focus%5B%5D=elastic-observability&focus%5B%5D=tractian-tractian&focus%5B%5D=trendminer&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=google-cloud-iot-core)

sclera

Facility Management with Building Intelligence Pioneering AI-enabled Smart Building Solutions backed by IoT technology, Building Analytics and Advanced Digitization for unparalleled Operational Efficiency, Sustainability and ROI. Witness the Real-World Impact of Our Solutions in Action 1. AI-enabled Onboarding 70% reduction in time and 80% reduction in cost to onboard 2. Digital Inspections Up to 50,000 work hours freed up for Inspections 3. Asset Downtime 20% reduction in asset downtime and 10-20% decrease in operational expenses through realtime monitoring 4. Maintenance and Repair 15 to 20% reduction in recurring maintenance and repair costs. 5. Inventory and Consumables Reduce stock-outs by up to 50% and overstocking by 30% Work Smarter, Not Harder 1. Facility Manager With data visualization dashboards and reports, gain real-time insights into key facility metrics (e.g., energy usage, space utilization, maintenance needs) to make informed decisions. 2. Janitorial Team Work order management system with mobile app access enables simplifying task assignment, track cleaning progress, and improve communication between team members. 3. Asset Engineers Centralized asset registry with maintenance scheduling capabilities help manage asset information, schedule preventive maintenance tasks, and leverage real-time sensor data to monitor asset health and performance. 4. Maintenance Technician Mobile app for work order access, automated alerts, rounds, and audits improve response time by accessing work order details and requesting parts directly from the field. Submit reports efficiently through the mobile app. 5. Smart Buildings Manager Building automation system integration with data analytics help optimize energy consumption and environmental conditions based on real-time building data. Gain insights into overall smart building operations and identify areas for improvement. Features: 1. Asset Digitization Effortlessly digitize and manage all assets for streamlined operations and enhanced visibility. 2. Inspection Digitization Digitize inspections for enhanced tracking, accurate data collection and efficient compliance processes. 3. Remote Access and Asset Monitoring Ensure Network reliability and security with comprehensive monitoring and real-time insights. 4. BMS and IoT Monitoring Leverage sensors for accurate readings, enabling actionable analysis and informed 5. Data Platform Integration Experience seamless operations and enhanced efficiency with an integrated operating system that centralizes workflows and operations.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate sclera?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind sclera?

  • Seller: sclera
  • Year Founded: 2018
  • HQ Location: Chicago, US
  • Twitter: @sclera_Platform
    16 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    206 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of sclera?

SenSen AI

SenSen AI is an advanced platform that leverages artificial intelligence and computer vision to deliver intelligent curbside and parking management solutions. By integrating cutting-edge technologies, SenSen AI enhances operational efficiency and compliance across various sectors, including councils, municipalities, police, law enforcement, surveillance, and retail. Key Features and Functionality: - Curbside Enforcement: Automates monitoring and enforcement of parking regulations, ensuring compliance and optimizing space utilization. - Live Curb Awareness: Provides real-time insights into curbside activities, enabling proactive management and decision-making. - City Asset Management: Facilitates efficient tracking and maintenance of urban assets, enhancing city infrastructure management. - Intelligent Vision Agent: Utilizes AI-driven vision technology to analyze and interpret visual data for various applications. - Fuel Theft Prevention: Detects and prevents unauthorized fuel access, safeguarding resources and reducing losses. Primary Value and User Solutions: SenSen AI addresses the challenges of manual monitoring and enforcement by providing automated, data-driven solutions that improve compliance, reduce operational costs, and enhance public safety. Its AI-powered platform transforms complex visual data into actionable insights, enabling organizations to make informed decisions and optimize their operations effectively.

Who Is the Company Behind SenSen AI?

  • Seller: SenSen AI
  • Year Founded: 2007
  • HQ Location: Melbourne, AU
  • LinkedIn® Page: www.linkedin.com
    145 employees on LinkedIn®

Shiftconnector®

Shiftconnector® plant process management solutions is making plants safer, smarter and stronger with a powerful suite of digital applications for shift handover, team communication, production management and regulatory compliance. Safer Plants: Create a safer plant environment, reduce reportable incidents, and minimize the risk of a catastrophic event—especially in those critical 30 minutes after a shift change. Smarter Decisions: Improve productivity and cost control with real-time insights into plant performance and processes. 7 out of 10 Shiftconnector customers report an increase in plant productivity. Stronger Future: Increase plant resilience, reduce downtime, and be ready to adapt to changing market requirements. 8 out of 10 customers say Shiftconnector helped them adapt during the pandemic.

Who Is the Company Behind Shiftconnector®?

  • Seller: eschbach
  • Year Founded: 2005
  • HQ Location: Bad Säckingen, DE
  • LinkedIn® Page: www.linkedin.com
    107 employees on LinkedIn®

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How it works

SITE

SITE is a fully automated, 3GPP-compliant testing ecosystem designed to simulate, validate, and assure the performance of telecom networks from lab to live. Mobileum’s SITE is a fully automated, scalable, and 3GPP-compliant ecosystem that generates real-time traffic with active test probes strategically located across the network, simulates subscriber behavior, detects faults, and triggers alarms before impact.  Outcomes That Matter: - 50% faster problem-solving - 30% downtime reduction - 20% OpEx reduction with automation - 30% faster time-to-market - 25% enhanced performance & quality - 20% improved customer retention & loyalty What Makes SITE Unique: - Fully Automated, Scalable, and Future-Proof : An E2E active on-premise or cloud testing with real-time analysis, reporting, and alarming - (e)SIM Multiplexing: Unique technology that decouples the SIM/eSIM from the active test location - Reliable Testing Methods: Complementary test methods via Smartphones, Radio Access and Core Network Probes - Optional access to GlobalRoamer®: The world’s largest E2E active testing footprint for roaming, covering +98% of the globe - Pre-deployment Testing: Active Assurance from Lab to Live with SITE in Lab and Mobileum dsTest - AI-Powered Report Configuration: Quick access to insights with natural language input Learn more: https://www.mobileum.com/ecosystems/site

Who Is the Company Behind SITE?

  • Seller: Mobileum
  • HQ Location: Cupertino, California, United States
  • Twitter: @mobileum_
    2,884 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,998 employees on LinkedIn®

SkySpark

Who Is the Company Behind SkySpark?

smartiiot

SmartIIoT is a universal IoT platform that enables businesses to connect, monitor, automate, and control virtually any device, machine, or sensor from anywhere. The platform supports a wide range of sensors, including analog, digital, Modbus, and wireless sensors, with connectivity options such as RS485, Zigbee, WiFi, and cellular networks. It supports custom sensor integration, calibration, remote configuration, and over the air (OTA) firmware updates. Users can monitor live data, receive instant alerts, analyze historical trends, and remotely control connected devices through web, Android, and iOS applications. SmartIIoT can be used across industries, including manufacturing, HVAC, energy, agriculture, water management, smart lighting, building automation, and environmental monitoring. Its flexible architecture supports both existing equipment and custom hardware, allowing businesses to build and scale IoT solutions without replacing their current infrastructure.

Who Is the Company Behind smartiiot?

sonarly

Who Is the Company Behind sonarly?

  • Seller: devsub
  • Year Founded: 2024
  • HQ Location: Dresden, DE
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Spectra

Most service software records what happened. Servy helps decide what should happen next. From the moment an asset is installed or a service request is raised, Servy can automatically determine: What happened → who owns it → what needs to happen → who should do it → what parts are required → when it should happen → what it costs → what happens if it doesn't. That makes Servy more than a CMMS or FSM. It is the operating layer for service operations.

Who Is the Company Behind Spectra?

SuperStar Suite

We make data analytics tools that help organisations explore, visualise and unlock insights from their data, quickly and securely.

Who Is the Company Behind SuperStar Suite?

  • Seller: WingArc Australia
  • Year Founded: 1986
  • HQ Location: Melbourne, AU
  • Twitter: @wingarcau
    534 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26 employees on LinkedIn®

Taqt

Who Is the Company Behind Taqt?

  • Seller: Taqt
  • Year Founded: 2016
  • HQ Location: Lyon, FR
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

The Switch Platform

Switch Automation, a privately held entity, operates as a vendor specializing in real estate software. Their central base resides in Denver, Colorado, while they maintain sales offices across various regions including Australia, Asia, and Europe. Established in 2012, the company's workforce currently comprises approximately 50 individuals. Switch Automation has set its sights on a broad spectrum of customer segments, encompassing commercial real estate, retail, healthcare, and financial services. At the heart of their operations lies the Switch Platform, a robust software solution for facilities management. This platform seamlessly integrates building data with equipment, facilitating functionalities like performance benchmarking, optimization, and control. Notably, it extends support to all major building protocols, effectively transforming data from disparate systems into a cohesive language. Furthermore, the platform showcases user-configurable tools imbued with advanced business intelligence, machine learning, automation, and remote-control capabilities. A notable inclusion in the company's offerings is the Switch Dx³, an essential component within their solution suite. This offering plays a pivotal role in connecting sensors and devices, offering a comprehensive overview of a building's systems. It identifies potential vulnerabilities and proposes avenues for enhancing integration, thus contributing to the overall efficiency and seamless operation of the building. Switch Automation's primary focus lies in establishing a thriving ecosystem in collaboration with customers and partners. This ecosystem capitalizes on their industry-leading expertise, state-of-the-art technology, and innovative products and programs, all aimed at fulfilling their objectives. The company's technology is characterized by its openness and integration-centric nature. This is evidenced by an extensive integration library of third-party integrations, showcasing their commitment to transforming data sources into data-driven outcomes. Their global presence is evident, as they have expanded to encompass offices in Australia, Singapore, Philippines, Ukraine, United Kingdom, and their current global headquarters in Denver, Colorado, USA. This global reach ensures their technology is universally accessible and supported.

Who Is the Company Behind The Switch Platform?

  • Seller: Switch Automation
  • Year Founded: 2012
  • HQ Location: Denver, US
  • Twitter: @SwitchHQ
    1,478 Twitter followers
  • LinkedIn® Page: linkedin.com
    41 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024