Best Industrial IoT Software - Page 5

How Many Industrial IoT Software Products Does G2 Track?

Total Products under this Category: 182

Category Stats (Sep 2026)

  • Average Rating: 4.48/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Evocon (+0.21%) - Among all products in this category, Evocon recorded the largest rating increase compared to last month

Last updated: September 05, 2026

How Does G2 Rank Industrial IoT Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,000+ Authentic Reviews
  • 182+ 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 Industrial IoT Software

G2 Grid® for Industrial IoT Software plotting products by satisfaction and market presence

Highlighted products: Ignition, Pelion IoT Connectivity, Insights Hub, HiveMQ, TRACTIAN, Geotab, AWS IoT SiteWise, and Tulip.

Underlying data: [Grid® JSON](https://www.g2.com/categories/industrial-iot/grids.json?focus%5B%5D=inductive-automation-ignition&focus%5B%5D=pelion-iot-connectivity&focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=hivemq&focus%5B%5D=tractian-tractian&focus%5B%5D=geotab&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=tulip-interfaces-tulip)

Next Plus

Next Plus serves is a no-code platform designed to enhance performance in manufacturing, assembly, quality control, and maintenance activities. We focus on addressing key operational challenges such as staff turnover, lengthy setups, downtime, human error, and quality issues. We prioritize straightforward and practical solutions. By focusing on building our own software category - HOME (Human Operations Management and Execution), we aim to integrate humans seamlessly into digital workflows. The four cornerstone functionalities that define the Next Plus platform: -Digital Work Instructions and Workflows: The platform presents users with digital guidelines that are easy to follow, ensuring that employees know precisely what tasks they need to perform. -Data Collection from Multiple Sources: As users interact with the platform, Next Plus collects data from three primary sources: Employee-Generated Data: Simply clicking "next" on a task generates a data point. IIoT-Connected Equipment: Devices and tools around the employee, such as smart test equipment, contribute additional data. Enterprise Systems Data: The platform can also pull in data from organizational ERP, MES, WMS, PLM, and other enterprise systems. Built-in Analytical Tools: Managers can use these tools to generate insights from the collected data. This feature's simplicity sets this feature apart; no specialized programming, IT, or BI expertise is required to use these analytics. - Improvement Tools for Engineering: Based on the data-driven insights, engineering departments can refine work instructions, thereby continually improving operational processes. The integration of these core 4 functionalities enables a cycle of continuous improvement. The platform shows employees what they need to do, collects real-time data while they're doing it, generates insights from this data, and allows for the creation of improved work instructions. This iterative process helps organizations in manufacturing, assembly, and maintenance to continually improve their operations. In summary, Next Plus is not merely a digital tool but a holistic ecosystem designed to elevate your organization’s operational performance.

Average Rating: 3.8/5.0

Total Reviews: 2

Who Is the Company Behind Next Plus?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Next Plus?

AI-generated summary from verified user reviews

Pros
  • Users value the excellent customer support of Next Plus, enhancing their daily usage experience.
  • Users find the ease of implementation of Next Plus highly beneficial for daily operations and integration.
  • Users find Next Plus to be easy to use, appreciating its straightforward implementation and integration process.
  • Users find the easy implementation of Next Plus beneficial, allowing for seamless integration into their daily routines.
  • Users find easy integrations with Next Plus, enhancing their daily usage and overall experience.
Cons
  • Users find that Next Plus struggles with complex scenarios, leading to frustration and limited effectiveness in certain tasks.
  • Users find complex procedures difficult to manage with Next Plus, impacting their overall experience and effectiveness.
  • Users find that Next Plus has limited functionality, particularly struggling with complex scenarios.
  • Users face challenges with system limitations as Next Plus struggles to manage complex scenarios effectively.
  • Users often face technical issues as Next Plus struggles with complex scenarios, impacting user experience.

What Are Recent G2 Reviews of Next Plus?

Nozomi Networks Platform

Nozomi Networks offers highly accurate, actionable intelligence and protection for integrated cybersecurity at scale. The detailed visibility and in-depth insight provided by Nozomi Networks lets users: • See all the OT, IoT, IT, edge and cloud assets on your networks • Pinpoint the cyber threats and vulnerabilities that matter most • Respond quickly to incidents with forensic analysis tools • Manage asset, security and network data in a single platform • Scale cyber and operational resilience across your entire infrastructure

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Nozomi Networks Platform?

  • Seller: Nozomi Networks
  • Year Founded: 2013
  • HQ Location: San Francisco, California, United States
  • Twitter: @nozominetworks
    4,238 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    365 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Nozomi Networks Platform?

AI-generated summary from verified user reviews

Pros
  • Users highlight the customization features of Nozomi Networks Platform, enhancing their ability to monitor network activities effectively.
  • Users value the effective detection algorithms of Nozomi Networks Platform, which accurately identify intrusions and malicious traffic.
  • Users commend the detection efficiency of Nozomi Networks Platform, effectively identifying intrusions and analyzing traffic patterns.
  • Users value Nozomi's detection algorithms for identifying intrusions and its excellent interface for traffic pattern visualization.
  • Users value the advanced threat detection capabilities of Nozomi Networks, identifying intrusions and malicious traffic effectively.
Cons
  • Users find the Nozomi Networks Platform expensive, yet it aligns with cybersecurity budget constraints against competitors.

What Are Recent G2 Reviews of Nozomi Networks Platform?

Pulsar

Pulsar is an Industry 4.0 platform for real-time OEE monitoring. We drive productivity in manufacturing companies by leveraging precise and reliable data from your existing machines. Over 100 plants in the U.S. and Mexico already trust us.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Pulsar?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Pulsar?

QBurst IIoT Platform

Our IoT platform takes the worry out of industry-specific implementations, allowing you to deploy industrial IoT solutions without long project schedules. The cloud platform with powerful data crunching capabilities and rules engine can be easily customized to deliver revolutionary insights for your particular industry.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind QBurst IIoT Platform?

  • Seller: QBurst
  • Year Founded: 2004
  • HQ Location: Chantilly, US
  • Twitter: @QBurst
    1,341 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,532 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of QBurst IIoT Platform?

Rayven

What is Rayven? Rayven is an operational software platform that delivers an AI data fabric - connecting every system, data source, and data stream across a business into a single managed environment, then letting teams build custom apps, AI agents, workflow automations, dashboards, and MCP servers for direct AI model connectivity on top. It is the platform for organisations that need to act on operational data in real-time, deploy AI that actually works in production + build software that fits the way their business operates - without replacing existing systems or waiting 18 months for results. The Problem Rayven Solves Most organisations already have the systems and data they need. The challenge is fragmentation. ERP systems, SCADA platforms, IoT devices, databases, cloud tools, and files all generate valuable data - but it sits in silos, impossible to act on in real-time. The result: manual reporting, disconnected workflows, and AI projects that fail before reaching production. Industry research shows 95% of AI projects never ship - most because the underlying data layer is not clean, connected, or ready. Rayven builds that foundation first, then activates it. The Rayven Platform Rayven operates across five unified layers, delivered as a single managed environment: - Integration: More than 600 pre-built connectors pull data from IT, OT, IoT, files, APIs, databases, and data streams - bidirectionally, in real-time. Connects industrial protocols (OPC UA, Modbus, MQTT, BACnet) alongside cloud platforms, business systems, and proprietary tools. - Data: All connected data lands in a single managed platform - structured, governed + AI-ready. Real-time processing, ETL pipelines, data lakes, and AI model training handled in one place. - Execution: Automation rules, predictive models + agentic AI run directly on live operational data. Rules-based logic, machine learning, and goal-seeking autonomous agents all operate in one execution environment. - Presentation: Custom apps, dashboards, portals, conversational interfaces, and mobile applications deployed from the same platform - built for specific workflows, not generic reporting. - Security, Governance + Hosting: Role-based access control, data lineage, audit trails, AES-256 encryption, data residency controls, and enterprise-grade infrastructure - included as standard. AI Capabilities Rayven includes ten native AI capabilities built directly into the platform: 1. Custom AI agents (goal-seeking, action-taking) 2. Predictive analytics and machine learning 3. Conversational analytics 4. Real-time and continuous model training 5. AI-led workflow automation 6. Multimodal processing (documents, video, images, audio) 7. Anomaly and risk detection 8. Forecasting and optimisation 9. Vision and edge AI inference 10. Generative operational summaries MCP server support enables direct connectivity for AI models including Claude, GPT, and others. What Gets Built Rayven customers build and deploy: - Custom operational apps and field applications. - AI agents that monitor conditions, detect anomalies + take corrective action autonomously. - Predictive maintenance and performance models running on live plant data. - Real-time dashboards and executive reporting tools. - Workflow automations spanning IT and OT systems. - Customer and partner portals. - Data pipelines and integration layers. - White-label software products delivered under partner brands. Key Differentiators vs. Point solutions (Zapier, MuleSoft, Power BI, DataRobot): point solutions do one thing well but force teams to stitch together five separate tools to cover integration, data, AI, presentation, and governance. Rayven replaces the stack. vs. Traditional enterprise platforms (SAP, Oracle, Palantir): enterprise platforms take 12-18 months and seven figures to implement. Rayven deploys in two to 12 weeks at fixed scope and fixed price. vs. Low-code app builders (Mendix, OutSystems): app builders handle the presentation layer but do not solve the underlying data and integration problem. Rayven covers the full stack. Technology Compatibility Rayven is fully technology-agnostic and works alongside existing systems: - Cloud platforms: Microsoft Azure, Google Cloud + AWS - Business systems: SAP, Salesforce, Oracle, and Microsoft 365 - OT platforms: Siemens, Rockwell, Schneider Electric, and Ignition - Industrial protocols: OPC UA, Modbus, MQTT, BACnet, and EtherNet/IP - IoT devices: any device with a data output - Custom and proprietary systems via API, webhook, or direct connector Nothing needs to be replaced. Every existing investment is preserved. Who Uses Rayven Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally - manufacturing, mining, construction, infrastructure, logistics, utilities, financial services, healthcare, agriculture, government, and more. Customers across Australia, Europe, North America, South America, and Africa. Named customers include Anglo American, Fulton Hogan, Glencore, Vodafone, NSW Ports, CSIRO, Collective Intelligence, Ramjack, and AngloGold Ashanti. Delivery Options - DIY: Full platform access. Internal teams build and deploy independently. - Done-For-You: Australia-based delivery team. Fixed scope, fixed price, two to 12 weeks from brief to go-live. - Hybrid: Guided delivery first, with the customer's team taking increasing ownership over time. By the Numbers - More than 600 pre-built connectors. - Ten native AI capabilities. - More than 240 deployments live globally. - Rated 5/5 across more than 140 independent reviews. - Deploys 66% faster than traditional development. - Two to 12 weeks to first working solution. - Rayven exists to close the gap: 95% of AI projects never reach production (industry average).

Average Rating: 4.9/5.0

Total Reviews: 29

Who Is the Company Behind Rayven?

  • Seller: Rayven
  • Year Founded: 2016
  • HQ Location: Sydney, AU
  • Twitter: @RayvenIOT
    56 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 69% Medium, 52% Small

What Do G2 Reviewers Say About Rayven?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Rayven, allowing seamless integration and workflow creation without coding skills.
  • Users value Rayven for its real-time data integration and seamless unification of various tools into one efficient system.
  • Users value Rayven's automation capabilities, enabling seamless integration and real-time data unification for improved performance tracking.
  • Users value the customization capabilities of Rayven, enabling tailored solutions to meet specific healthcare needs seamlessly.
  • Users value the robust data management of Rayven, enabling real-time processing and efficient automation across diverse systems.
Cons
  • Users report a steep initial learning curve due to complex setups and the need for technical knowledge.
  • Users find the difficult learning curve challenging due to overwhelming initial setup and complex feature configurations.
  • Users find the learning difficulty challenging due to the overwhelming initial setup and complex configuration processes.
  • Users find the complex setup of Rayven challenging, necessitating extensive planning for effective use and integration.
  • Users find the setup complexity challenging, often needing extra support for advanced integrations and configurations.

What Are Recent G2 Reviews of Rayven?

Uptake

Uptake is the premier predictive maintenance software company, focused on reducing unplanned downtime and helping you optimize your equipment. The company supports on-highway trucks, off-highway trucks and defense. * Typical customers reduce their unplanned downtime 10-40%! * Uptake does not require any hardware; instead it leverages your existing investments in telematics devices and maintenance software.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Uptake?

  • Seller: Uptake
  • Year Founded: 2014
  • HQ Location: Chicago, US
  • Twitter: @Uptake
    4,613 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    118 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Uptake?

What Are G2 Users Discussing About Uptake?

ABB Ability

Who Is the Company Behind ABB Ability?

  • Seller: ABB
  • HQ Location: Zurich
  • Twitter: @ABBgroupnews
    151,491 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    150,974 employees on LinkedIn®
  • Ownership: NYSE:ABB
  • Total Revenue (USD mm): $26,134

ADDIXO

Who Is the Company Behind ADDIXO?

  • Seller: ADDIXO
  • Year Founded: 2017
  • HQ Location: Montigny-le-Bretonneux, FR
  • LinkedIn® Page: www.linkedin.com
    41 employees on LinkedIn®

Aeris IoT Connectivity Management

For more than three decades, Aeris has been a trusted cellular IoT leader enabling the biggest IoT programs and opportunities across Automotive, Utilities and Energy, Fleet Management and Logistics, Medical Devices, and Manufacturing. With a robust infrastructure supporting over 80 million devices across various sectors, including automotive, energy, logistics, medical, and manufacturing, Aeris simplifies the complexities associated with IoT deployments. By offering a unified platform, Aeris addresses the challenges of integration, regional variations, and security concerns that often arise as IoT programs grow. Targeted primarily at enterprise IoT teams, Aeris provides a comprehensive suite of tools that enhance connectivity and device management. The platform ensures borderless connectivity through reliable global coverage, partnering with over 30 mobile network operators. This extensive reach allows businesses to maintain consistent communication across regions. Additionally, Aeris offers centralized device management tools, enabling users to onboard, monitor, and update devices seamlessly, regardless of their location or network. The inclusion of eSIM lifecycle management further enhances operational flexibility by automating provisioning and remote SIM updates, ultimately optimizing costs. Security is a paramount concern in the realm of IoT, and Aeris addresses this with its innovative IoT Watchtower solution. This fully integrated visibility and zero-trust security framework provides real-time risk monitoring, allowing enterprises to detect potential threats without the need for additional agents or custom SIMs. The built-in zero-trust architecture enforces least-privilege access and continuous authentication for all devices, ensuring that security measures are robust yet unobtrusive. Importantly, Aeris maintains current data paths without requiring network rerouting, which helps preserve operational continuity while enhancing security. The benefits of using Aeris extend beyond just connectivity and security. By reducing operational complexity, enterprises can scale their IoT initiatives across various regions and use cases with greater ease. The platform increases visibility into device behavior and network performance, enabling proactive management and optimization. Furthermore, Aeris strengthens the security posture of organizations without necessitating additional infrastructure, supporting long-term compliance and sustainability goals. Aeris serves a diverse clientele, including over 7,000 enterprise customers across multiple industries such as automotive OEMs, utilities, logistics, healthcare, and smart manufacturing. Whether launching a new IoT initiative or expanding an existing global fleet, Aeris provides the tools and support necessary for enterprises to take control of their IoT connectivity in a simplified, secure, and scalable manner.

Average Rating: 4.9/5.0

Total Reviews: 10

Who Is the Company Behind Aeris IoT Connectivity Management?

  • Seller: AERIS COMMUNICATIONS
  • Company Website:
  • Year Founded: 1992
  • HQ Location: San Jose, California, United States
  • LinkedIn® Page: www.linkedin.com
    484 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 50% Medium

What Do G2 Reviewers Say About Aeris IoT Connectivity Management?

AI-generated summary from verified user reviews

Pros
  • Users value the scalability of Aeris IoT Connectivity Management, enhancing efficiency amid team growth and turnover.
  • Users appreciate the robust security controls of Aeris IoT Connectivity Management, enhancing confidence in device and data protection.
  • Users appreciate the affordable pricing of Aeris IoT Connectivity Management, enhancing their efficiency and budget management.
  • Users value the custom dashboards of Aeris IoT, enabling efficient management and robust security for connected devices.
  • Users value the exceptional customer support of Aeris IoT Connectivity Management, enhancing their experience and confidence in the product.
Cons
  • Users face technical difficulties with the portal requiring full ICCID entry for search, limiting usability and efficiency.
  • Users find the search functionality lacking, as the portal requires the full ICCID instead of a smart search.

What Are Recent G2 Reviews of Aeris IoT Connectivity Management?

Andonix

Unleash the full potential of factory personnel with Andi, the artificial intelligence (AI) powered copilot created for the manufacturing industry. Andi consolidates the collective wisdom of your workforce and makes information currently only accessible in your company’s procedures or equipment manuals readily available via a simple chat request. By leveraging your company’s documentation, operating manuals, and over 1,000 manufacturing skills, Andi amplifies your team's capabilities, transforming problem-solving into an agile bottoms-up process that leads to new productivity heights. Andi is embedded in our state-of-the-art Digital Andon, a powerful alarm and escalation system in the Andonix platform, and may also be accessed via Microsoft Teams and WhatsApp. The Digital Andon delivers real-time insights into unplanned machine stops, quality, and safety issues, bringing a new dimension of clarity and control to your operations. It seamlessly interfaces with all data sources, including PLCs, IIoT sensors, BIs, SCADAs, Wearables, MES, and ERPs. Leveraging the power of artificial intelligence, Andi allows teams to swiftly identify, react, and resolve issues, eradicating guesswork and empowering people to work with heightened efficiency and confidence. Experience unprecedented factory shop floor execution and knowledge transfer with the Andonix platform by leveraging Andi to automatically write digital standard operating procedures, work instructions, and checklists, transforming your Quality Management System from a paper-based headache to an actionable digital system that works for everyone. With Andonix and Andi, every team member, regardless of their role, becomes a change agent and an innovator, embodying resilience and determination. By navigating challenges and consistently striving for excellence, they are pioneering the future of manufacturing. Choose Andonix and Andi, and redefine what's possible in your manufacturing operations. Andonix is a technology partner to Microsoft, AWS, SAP and OpenAI.

Average Rating: 4.8/5.0

Total Reviews: 51

Who Is the Company Behind Andonix?

  • Seller: Andonix
  • Year Founded: 2017
  • HQ Location: Detroit, Michigan
  • Twitter: @andonix40
    95 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive, Electrical/Electronic Manufacturing
  • Company Size: 63% Medium, 17% Large

What Are Recent G2 Reviews of Andonix?

What Are G2 Users Discussing About Andonix?

AOMS

AOMS end-to-end IoT sensing solutions combine the most cutting edge hardware, software, and connectivity technologies to expand the bounds of innovation among industries. Our solutions are designed to collect data from assets and processes and generate insights for critical decision making.

Who Is the Company Behind AOMS?

  • Seller: AOMS
  • Year Founded: 2014
  • HQ Location: Toronto, CA
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Arlo Agro

Arlo Agro is farm operations control software that consolidates field execution, supply management, pest and disease monitoring, harvest recording, and sales statement generation into one platform. The field execution module enables cycle planning by lot, crop, crew, and date, with GPS-linked records and photos for task verification. Supply control tracks purchases, inventory, and field usage by lot and task, creating complete input trails. Pest and disease control includes scouting routes, GPS-tagged photos, alerts, and historical tracking to support earlier interventions. Harvest features record data by lot, vehicle, and weight while generating sales statements and tracking revenue by buyer. Offline functionality allows field teams to capture data without connectivity and sync when reconnected. Reports can be exported in multiple formats for analysis.

Who Is the Company Behind Arlo Agro?

Armada Ai

Edge compute + control plane (B2B platform)

Who Is the Company Behind Armada Ai?

  • Seller: Armada
  • Year Founded: 2022
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    256 employees on LinkedIn®

Atlas

Atlas captures the manual work inside Europe’s industrial champions and turns it into the data foundation for embodied AGI, from autonomous lines to robots on the floor.

Who Is the Company Behind Atlas?

  • Seller: MicroAGI
  • Year Founded: 2025
  • HQ Location: Munich, DE
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®
Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024