--- title: Rayven Reviews meta_title: 'Rayven Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 29 reviews by the users' company size, role or industry to find out how Rayven works for a business like yours. aggregate_rating: rating_value: 4.9 review_count: 29 scale: '5' date_modified: '2026-07-17' parent_category: name: IoT Management url: https://www.g2.com/categories/iot-management --- # Rayven Reviews **Vendor:** Rayven **Category:** [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms) **Average Rating:** 4.9/5.0 **Total Reviews:** 29 ## About 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). ## Rayven Pros & Cons **What users like:** - Users commend Rayven's **ease of use** , highlighting effortless automation and streamlined integration through intuitive drag-and-drop features. (61 reviews) - Users appreciate Rayven's **robust handling of large-scale data** and advanced AI capabilities, enhancing operational efficiency and flexibility. (49 reviews) - Users praise Rayven for its **exceptional automation** capabilities, significantly streamlining data workflows and enhancing operational efficiency. (44 reviews) - Users appreciate Rayven's **customization capabilities** , allowing tailored solutions that enhance integration and streamline operations efficiently. (42 reviews) - Users appreciate Rayven's **robust data management** , enabling real-time processing and integration across complex systems with ease. (36 reviews) - Efficiency (36 reviews) - Users value Rayven's **intuitive low-code interface** , enabling rapid development and customization without extensive coding knowledge. (36 reviews) - Efficiency Improvement (34 reviews) - Flexibility (32 reviews) - Users praise Rayven's **intuitive drag-and-drop interface** , making complex application building easy for everyone. (30 reviews) **What users dislike:** - Users find the **learning curve steep** initially, requiring time and guidance to fully grasp all features. (32 reviews) - Users find **difficult learning** curves with Rayven's features, requiring time and guidance for smoother onboarding experiences. (30 reviews) - Users experience a **steep learning curve** initially, requiring time and additional resources to fully understand the platform. (25 reviews) - Users find the **complex setup** challenging, especially with advanced features and multi-site deployments requiring careful planning. (21 reviews) - Users note the **setup complexity** of Rayven, requiring assistance for advanced integrations and lengthy initial configurations. (19 reviews) - Users find the **difficult setup** process overwhelming and suggest improved onboarding for better user experience. (16 reviews) - Steep Learning Curve (16 reviews) - Complexity (14 reviews) - Insufficient Training (13 reviews) - Complexity Issues (12 reviews) - [View Rayven pricing details and edition comparison](https://www.g2.com/products/rayven/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-24+20%3A41%3A41+-0500&secure%5Bsession_id%5D=898a113d-74ac-4b54-8bd7-9de9fccec650&secure%5Btoken%5D=6efd307542e88accd7d8f7e75722fa0afcb8cfc870f6be3d85ef19ada2fc4d6a&format=llm_user) ## Rayven Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Integration** - 1st-Party Data Integration - 2nd-Party Data Integration - 3rd-Party Data Integration - Offline Data Integration - Mobile Data Integration - Data Export Tools **Setup** - Activities - Flows - Dependencies - Notifications **Management** - Reporting - Auditing **System** - Data Ingestion & Wrangling **Data Sources** - Pre-Built Connectors - API - Performance and Stability **Device Recognition** - Device Discovery - Device Types - Dashboard ** Application Design** - Interface - Templates - Device Workflows - Testing - Hardware Support - Application Deployment **Platform** - Dashboard - Plan Information - Connection Status - SIM Management - Account Alerts - Subscription Billing **Systems Management** - Device Discovery - System Integration - Remote Access - Workflows - Hardware - Dashboard **Connected Device Security** - Vulnerability Assessment - Identity Lifecycle - Threat Protection - Behavior Analysis - Incident Response - IoT Network Security - OTA Updates - Alerts & Notifications **Functionality** - Platform - Multi-Language Support - Performance - Help Guides - Ease of Use - Patches & Updates - Integrations **Exchange Functions** - Data Transmission - Data Normalization **Responses** - Personalization - Route To Human - Natural Language Understanding (NLU) **Edge** - Local processing - Edge Analytics - Edge Data Storage - Edge Application Management **Development ** - Real-Time Integration - API Designer - Flow Designer - Pre-Built Connectors - Custom Connectors - Reusable connectors - Multi - tenant architecture **Reports** - Reports Interface - Share Reports - Steps to Answer **Functionality** - App complexity - App Variety - Customized Branding - Application Templates **Functionality** - Ease of Use - File Management - Multi-Language Support - Customization - Straight-Out-the-Box Functionality - Help Guides - Patching & Updates **Data** - Scalability **Query latency** - Lower query latency - Continuous queries **Generative AI** - AI Text Generation - AI Text Summarization **Scalability and Performance - Generative AI Infrastructure** - AI High Availability - AI Model Training Scalability - AI Inference Speed **Automation - AI Agents** - Sales Follow-Up - Customer Interaction Automation - Lead Generation - Document Processing - Feedback Collection **Integration - Machine Learning** - Integration **Prompt Engineering - Large Language Model Operationalization (LLMOps) ** - Prompt Optimization Tools - Template Library **Inference Optimization - Large Language Model Operationalization (LLMOps)** - Batch Processing Support **Customization - AI Agent Builders** - Natural Language Configuration - Tone Customization - Security Guardrails **Workflow Design & Orchestration** - Task Logic and Sequencing - Visual Workflow Builder **Agentic AI - Data Management Platform (DMP)** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Data Analysis & Optimization** - Audience Segmentation - Recommendations - Standard Dashboards - Custom Reports **Statistical Tool** - Scripting - Data Mining - Algorithms **Application Design** - UI Code Extending - Programming Code Extending - Customized Branding - Application Templates - Workflows **User Interface Design** - WYSIWYG Editor - Customized Branding - App Templates - Workflow Management **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Data Transformation** - Real-Time Analytics - Data Querying **Management** - Updates - Audit Trail - Integration **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Model Development** - Feature Engineering **Analytics** - Queries - Dashboards - Visualizations - Insights **Monitoring** - Device Status - Alerts & Notifications - Analytics **Security** - Access Controls - Network Security - Compliance - Cryptography ** Application Control** - Data Migration - Data Syncronization - Data Security - Integrations - Lifecycle Management - Analytics **IoT Capabilities** - Process Automation - Security - Safety - Environmental Conditions - Resource Optimization - Product Quality - Predictive Maintenance - Analytics **Platform** - Dashboard - Hardware - Performance - Reporting **Reporting** - Data Usage - Available Bandwidth - Cost Analytics **Data as a Service** - Market Data Acquisition - Industry Data Acquisition - Source Data Acquisition - Targeted Data Acquisition **Platform** - Conversation Editor - Integration - Human-In-The-Loop **Operations** - Process Control - Interoperability - Interface - Access Controls **Management ** - Monitoring & Notification - Routing And Orchestration - Data Mapping - Data Transformation - API Management **Visualization** - Graphs and Charts - Score Cards - Dashboards - Formats **Data Control** - Data Migration - Data Synchronization - Data Security **Development** - Low-Code - Customization **Data latency** - Lower data latency - Data pipeline performance **Cost and Efficiency - Generative AI Infrastructure** - AI Cost per API Call - AI Resource Allocation Flexibility - AI Energy Efficiency **Autonomy - AI Agents** - Independent Decision Making - Adaptive Responses - Task Execution - Problem Solving **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Model Garden - Large Language Model Operationalization (LLMOps)** - Model Comparison Dashboard **Functionality - AI Agent Builders** - Omni-channel Support - Agent Branding - Proactive Response Capabilities - Seamless Human Escalation **Integrations & Connectivity** - Pre-Built Integrations - Custom Integration Capabilities **Platform** - Data Permissions - User, Role, and Access Management - Performance and Reliability - Enterprise Scalability - Internationalization **Data Analysis** - Analysis - Data Interaction **Data Control** - Data Migration - Data Synchronization - Data Security **Data Control** - Data Migration - Data Synchronization - Data Security **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Integrations** - Hadoop Integration - Spark Integration **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Metrics** - Device Performance - Operational Performance - Environmental Conditions - Resource Usage **Provisioning** - Remote Configuration - Event Triggering - Device Diagnostics & Repair - Firmware Updates **Management** - Source and Destination Selection - Solution Integration - Reporting and Visualization - Data Governance **Performance** - Containerization - Performance and Stability - Device Performance - Scalability **Security** - Data Encryption - Security Standards - Communication Protocol **Data Updates** - Historical Snapshots - Real-Time Updating **Security** - Authentication - Compliance **Connectors** - Faster ingestion - Built-in connectors **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation **Integration and Extensibility - Generative AI Infrastructure** - AI Multi-cloud Support - AI Data Pipeline Integration - AI API Support and Flexibility **Custom Training - Large Language Model Operationalization (LLMOps)** - Fine-Tuning Interface **Data and Analytics - AI Agent Builders** - Analytics & Reporting - Contextual Awareness - Data Privacy Compliance **Automation Execution & Intelligence** - AI-Powered Optimization - Trigger-Based Automation **Agentic AI - Drag and Drop App Builder** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Industrial IoT** - Proactive Assistance **Agentic AI - AI Agents** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification **Publishing** - Application Deployment - Platform Compatability - Lifecycle Management **Publishing** - Application Deployment - Platform Compatibility - Lifecycle Management **Deployment** - Managed Service - Application - Scalability **Platform** - Machine Scaling - Data Preparation - Spark Integration **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake **Integration Options** - Data Virtualization - Managed File Transfers - Big Data Processing - EDI **Collaboration** - Sharing - Co-Editing - Devices **Management** - Third-Party Apps - White Labelled - Workflow - Self-Service - Monitoring - Notification **Scale** - Linearly scalable database - Storage management **Security and Compliance - Generative AI Infrastructure** - AI GDPR and Regulatory Compliance - AI Role-based Access Control - AI Data Encryption **Application Development - Large Language Model Operationalization (LLMOps) ** - SDK & API Integrations **Integration - AI Agent Builders** - Workflow Automation - API Usage - Platform Interoperability - CRM Data Integration **Development & Customization** - Low-Code/No-Code Tools - Reusable Components **Agentic AI - Low-Code Development Platforms** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - No-Code Development Platforms** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Workflow Management** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Processing** - Cloud Processing - Workload Processing **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks **Deployment ** - Hybrid - Cloud to Cloud **Application Integration** - Third Party - Scalability - Workflow Automation - Connectivity **Architecture** - Data security - Lockless architecture **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Usability and Support - Generative AI Infrastructure** - AI Documentation Quality - AI Community Activity **Model Deployment - Large Language Model Operationalization (LLMOps) ** - One-Click Deployment - Scalability Management **Governance & Security** - Audit Logging - Role-Based Access Control **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **Guardrails - Large Language Model Operationalization (LLMOps)** - Content Moderation Rules - Policy Compliance Checker **Reporting & Analytics** - Real-Time Dashboards - Workflow Analytics **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Model Monitoring - Large Language Model Operationalization (LLMOps)** - Drift Detection Alerts - Real-Time Performance Metrics **Agentic AI - Business Automation Platforms (BAPs)** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance - Decision Making **Security - Large Language Model Operationalization (LLMOps)** - Data Encryption Tools - Access Control Management **Gateways & Routers - Large Language Model Operationalization (LLMOps)** - Request Routing Optimization **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications **Data Updates** - Historical Snapshots - Real-Time Updating - Email Reports ## Top Rayven Alternatives - [Zapier](https://www.g2.com/products/zapier/reviews) - 4.5/5.0 (2,062 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,325 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (849 reviews)