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Ratings and Reviews 43 Ratings
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HiveMQHiveMQ provides the most trusted IoT data streaming and Industrial AI platform, built on MQTT, to power a reliable, scalable, and AI-ready data backbone. What HiveMQ is known for: 1. MQTT-native: Built around the MQTT standard, purpose-designed for event-driven, real-time communication 2. Enterprise-grade reliability: Handles millions of concurrent connections with high availability and fault tolerance 3. Industrial-ready: Widely used in IIoT, manufacturing, automotive, energy, smart infrastructure, and data centers 4. Scalable & secure: Supports global deployments with strong security, governance, and observability 5. UNS & IT/OT convergence enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability.
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TRACTIANTractian serves as the Industrial Copilot focused on enhancing maintenance and reliability by integrating both hardware and software to oversee asset performance, streamline industrial operations, and execute predictive maintenance approaches. The platform, powered by AI, enables companies to avert unexpected equipment failures and improve production efficiency. Headquartered in Atlanta, GA, Tractian also has a global footprint with branches in Mexico City and Sao Paulo, thereby expanding its reach. For more information, you can visit their website at tractian.com, where additional resources and details about their offerings are available.
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Epicor Connected Process ControlEpicor Connected Process Control offers an intuitive software solution designed to create and manage digital work instructions while maintaining strict process control, effectively minimizing the chances of errors in operations. By integrating IoT devices, it captures comprehensive time studies and detailed process data, including images, at the task level, providing unprecedented real-time visibility and quality oversight. The eFlex system is versatile enough to accommodate countless product variations and thousands of components, catering to both component-based and model-based manufacturers alike. Furthermore, work instructions seamlessly connect to the Bill of Materials, guaranteeing that products are assembled correctly every time, even when modifications occur during production. This advanced system intelligently adapts to variations in models and components, ensuring that only the relevant work instructions for the current build at the station are presented, enhancing efficiency and accuracy throughout the manufacturing process. In this way, Epicor empowers manufacturers to maintain high standards of quality control while adapting to the dynamic nature of production demands.
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QuickbaseTransforming your operations can be achieved by implementing workflows and ensuring real-time visibility, enabling your teams to adapt swiftly to change. To enhance insight and automation within intricate systems and processes, it's essential to integrate and connect data, workflows, and procedures effectively. This will allow you to quickly adjust your operations to seize new opportunities while also mitigating potential risks. Customizing workflows to align with the evolving needs of your workforce is crucial. You can develop new workflows in just days, instead of weeks, to tackle emerging challenges and support innovative work methods. Establish a connected, governed ecosystem of digital solutions designed to safeguard your most critical data and operational processes. By revolutionizing the way your data is utilized, you can empower your workforce to generate real-time insights through a cohesive platform. Unlock your team's full potential and enhance collaboration. Quickbase is now at your disposal, ready to propel your organization forward.
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GW AppsAccelerate Your Innovation with No-Code Solutions. GW Apps empowers organizations to create tailored web applications significantly faster, potentially reducing the time and expense by as much as 80% compared to conventional methods. This platform can revolutionize your operational workflows by automating previously manual tasks, ensuring everything stays organized and easily accessible. You can guarantee that the appropriate personnel are engaged and that established procedures are adhered to. With the ability to automatically dispatch notifications, generate or modify records, produce PDFs, and initiate actions (APIs) in outside systems, GW Apps streamlines operations efficiently. Implement highly customizable and robust security measures to ensure that only authorized individuals can view, modify, or interact with specific data. You can develop productivity-enhancing applications, establish a paperless office environment, create self-service portals, and modernize outdated legacy systems—all without writing any code. Seamlessly connect with well-known platforms like G Suite and Office 365. Every organization is burdened with various processes that require oversight. Imagine if your workflows could autonomously manage themselves and carry out their actions, allowing you to achieve more with reduced stress. GW Apps is designed to help you realize the processes you've always envisioned, transforming them into effective, self-sustaining systems that enhance productivity and efficiency.
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RetoolRetool is an AI-driven platform that helps teams design, build, and deploy internal software from a single unified workspace. It allows users to start with a natural language prompt and turn it into production-ready applications, agents, and workflows. Retool connects to nearly any data source, including SQL databases, APIs, and AI models, creating a real-time operational layer on top of existing systems. The platform supports AI agents, LLM-powered workflows, dashboards, and operational tools across teams. Visual app building tools allow users to drag and drop components while seeing structure and logic in real time. Developers can fully customize behavior using code within Retool’s built-in IDE. AI assistance helps generate queries, UI elements, and logic while remaining editable and schema-aware. Retool integrates with CI/CD pipelines, version control, and debugging tools for professional software delivery. Enterprise-grade security, permissions, and hosting options ensure compliance and scalability. The platform supports data, operations, engineering, and support teams alike. Trusted by startups and Fortune 500 companies, Retool significantly reduces development time and manual effort. Overall, it enables organizations to build smarter, AI-native internal software without unnecessary complexity.
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RaimaDBRaimaDB is an embedded time series database designed specifically for Edge and IoT devices, capable of operating entirely in-memory. This powerful and lightweight relational database management system (RDBMS) is not only secure but has also been validated by over 20,000 developers globally, with deployments exceeding 25 million instances. It excels in high-performance environments and is tailored for critical applications across various sectors, particularly in edge computing and IoT. Its efficient architecture makes it particularly suitable for systems with limited resources, offering both in-memory and persistent storage capabilities. RaimaDB supports versatile data modeling, accommodating traditional relational approaches alongside direct relationships via network model sets. The database guarantees data integrity with ACID-compliant transactions and employs a variety of advanced indexing techniques, including B+Tree, Hash Table, R-Tree, and AVL-Tree, to enhance data accessibility and reliability. Furthermore, it is designed to handle real-time processing demands, featuring multi-version concurrency control (MVCC) and snapshot isolation, which collectively position it as a dependable choice for applications where both speed and stability are essential. This combination of features makes RaimaDB an invaluable asset for developers looking to optimize performance in their applications.
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Interfacing Integrated Management System (IMS)Interfacing’s IMS is an AI-enabled platform that combines business process modeling, quality management, controlled documentation, and governance/risk capabilities in a single hub. Organizations rely on IMS to document and automate workflows, maintain versioned records, manage risk programs, and keep compliance activities aligned with regulatory requirements through full lifecycle traceability. Developed for industries where accountability and oversight are essential, including aerospace, pharma/biotech, finance, and government, IMS delivers operational insight, workflow automation, and intelligent recommendations that help reduce risk and improve quality outcomes. The platform holds ISO 27001 certification and includes 21 CFR Part 11 validation, supporting secure use in high-compliance environments. Additional capabilities include low-code app creation, AI-based process mining, audit management, CAPA and training modules, and performance dashboards. AI improves governance accuracy, strengthens compliance posture, and supports ongoing improvement.
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The Asset Guardian EAM (TAG)The Asset Guardian (TAG) Mobi is the chosen preventive maintenance and asset management solution (EAM) for Microsoft Dynamics 365 Business Central, designed to deliver reliable manufacturing asset solutions that reduce risk and downtime. TAG Mobi prevent downtime, maximize asset performance, and accelerate onboarding and training with the support of AI tools and intuitive dashboards. No silos. No extra software. Just smooth integration and quick adoption—so maintenance teams can work faster, and managers get the data they need to make decisions.
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EvoconEvocon is a cloud-based solution designed for monitoring production, assisting manufacturing firms in enhancing their operational efficiency. By automating and digitizing the process of gathering data from production machines, Evocon ensures that this information is seamlessly transferred to the cloud, allowing manufacturers to access it in real-time, whether they are on-site or working remotely. Furthermore, the platform visualizes this data in a user-friendly manner, making it actionable for users. This capability enables manufacturers to monitor downtime, minimize costs, and optimize their production equipment usage effectively. Additionally, it provides a foundation for informed decision-making, highlighting where to allocate resources and identifying which areas require the most focus for improvement. Through enhanced transparency, Evocon empowers organizations to chart a course based on their data insights. With over a decade of expertise in production monitoring, Evocon has been adopted in more than 50 countries and spans 14 diverse industries, all while offering support in 18 languages to cater to a global audience. This extensive reach underscores the platform's adaptability and effectiveness in various manufacturing environments.
What is ThingWorx?
The Industrial Internet of Things (IIoT) brings together your workforce, products, and operations to drive digital transformation forward. Utilizing IIoT platforms enables organizations to connect, monitor, analyze, and react to data with unprecedented efficiency. Initiating your digital transformation journey can start with implementing IoT for targeted initiatives, while progressively expanding solutions to reshape your enterprise. Leading companies depend on industrial IoT for various aspects ranging from product design and manufacturing to service delivery and engaging with customers. To hasten digital transformation, it is critical to adopt a dependable industrial IoT platform that aligns with your unique requirements. This strategy opens doors to new markets, boosts productivity, and allows the exploration of innovative business models like providing products as a service. Moreover, rapid application development facilitates quicker entry into the market. By embracing industrial IoT platforms, you can also modernize and enhance existing legacy assets, equipping them with improved functionalities that foster efficiency and competitiveness. Staying competitive in today's fast-paced business environment requires the adoption of these cutting-edge technologies, which can significantly influence your organization’s future trajectory. Embracing such innovations ultimately empowers organizations to not only keep pace but also thrive amidst constant change.
What is Rayven?
Most businesses are not short of software. They're short of software that works together.
Every new initiative depends on data and systems that were never designed to connect. The result: patchwork technology, manual reporting, and AI projects that fail before they reach production.
Rayven is the platform + team that fixes this. It sits over what you already have - connecting IT, OT, IoT, files, APIs, and data streams in real-time - and delivers an AI data fabric: the live, unified foundation you need to build apps, automate workflows, and deploy AI that actually works.
Technology-agnostic. Connects Microsoft, Google, SAP, Salesforce, proprietary systems, and anything else. The platform is 70% pre-built and ready from day one. The remaining 30% is configured specifically for your business, your data, and the way your teams actually operate.
What gets built on top:
- Custom apps and operational software.
- AI agents that monitor, analyse + act on live data.
- Predictive analytics and anomaly detection.
- Workflow automations spanning every system you run.
- Dashboards, portals, and conversational interfaces.
All from one platform. No separate integration layer, BI tool, or AI hosting environment required. Security, governance + hosting built in as standard.
Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally. The Australia-based delivery team works with customers across Europe, North America, South America, Africa, and beyond.
Delivery: DIY (full platform access), Done-For-You (fixed scope, fixed price, two to 12 weeks) + Hybrid (guided start, then your team takes ownership).
More than 600 pre-built connectors. Ten native AI capabilities. More than 240 deployments live. Rated 5/5 across more than 140 independent reviews.
Integrations Supported
AT&T IoT
AirVantage
Asana
DBRX
FactoryTalk Analytics
Google
HubSpot Customer Platform
HubSpot Marketing Hub
HubSpot Meetings
Linxup
Integrations Supported
AT&T IoT
AirVantage
Asana
DBRX
FactoryTalk Analytics
Google
HubSpot Customer Platform
HubSpot Marketing Hub
HubSpot Meetings
Linxup
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Pricing Information
$0
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
PTC
Date Founded
1985
Company Location
United States
Company Website
www.ptc.com/en/products/iiot
Company Facts
Organization Name
Rayven
Date Founded
2016
Company Location
Australia
Company Website
www.rayven.io
Categories and Features
Industrial IoT
Condition Monitoring
Data Visualization
Factory Data Analytics
Machine Learning
Machine Workflow Creation
Predictive Maintenance
Production Line / Factory Insights
Real-Time Monitoring
Reporting / Analytics
Smart Alerts / Notifications
IoT
Application Development
Big Data Analytics
Configuration Management
Connectivity Management
Data Collection
Data Management
Device Management
Performance Management
Prototyping
Visualization
Categories and Features
Application Development
Access Controls/Permissions
Code Assistance
Code Refactoring
Collaboration Tools
Compatibility Testing
Data Modeling
Debugging
Deployment Management
Graphical User Interface
Mobile Development
No-Code
Reporting/Analytics
Software Development
Source Control
Testing Management
Version Control
Web App Development
Artificial Intelligence
Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)
IoT
Application Development
Big Data Analytics
Configuration Management
Connectivity Management
Data Collection
Data Management
Device Management
Performance Management
Prototyping
Visualization
iPaaS
AI / Machine Learning
Cloud Data Integration
Dashboard
Data Quality Control
Data Security
Drag & Drop
Embedded iPaaS
Integration Management
Pre-Built Connectors
White Label
Workflow Management
Low-Code Development
AI-Assisted Development
Business Process Automation
Collaborative Development
Data Aggregation and Publishing
Deployment Management
Drag & Drop
Integrations Management
Iteration Management
Performance Monitoring
Requirements Management
Templates
Visual Modeling
Web / Mobile App Development
Workflow Management