# 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 find Rayven's **ease of use** exceptional, simplifying data workflows with its intuitive drag-and-drop interface and AI assistance. (61 reviews) - Users appreciate Rayven's **robust real-time data handling** and advanced AI capabilities tailored for the oil and gas industry. (49 reviews) - Users value the **automation capabilities** of Rayven, enabling seamless integration and real-time data tracking for improved performance. (44 reviews) - Users value Rayven's **customization capabilities** , enabling tailored solutions that enhance operational efficiency and integration. (42 reviews) - Users commend Rayven for its **robust data management** , enabling efficient real-time processing and automation across complex systems. (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 face a **steep learning curve** with Rayven, finding the initial setup overwhelming and requiring technical knowledge. (32 reviews) - Users find the **difficult learning curve** challenging initially, requiring time and support for smoother adoption. (30 reviews) - Users experience a **steep learning curve** with Rayven, requiring time and guidance to effectively use its features. (25 reviews) - Users find the **complex setup** of Rayven challenging, particularly for advanced features and multi-site deployments. (21 reviews) - Users find the **setup complexity** of Rayven time-consuming, often requiring assistance and specialized support for integrations. (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) ## Rayven Reviews ### 1. Seamless Automation and Predictive Maintenance with Rayven **Rating:** 5.0/5.0 stars **Reviewed by:** Keith N. | Founder, Building Materials, Small-Business (50 or fewer emp.) **Reviewed Date:** January 13, 2026 **What do you like best about Rayven?** I like Rayven for its seamless blend of low-code and full-code power. The industrial-grade AI actually works well in a home environment. We were able to build a complete predictive maintenance system for pond and agitators in under six weeks using drag-and-drop nodes for OPC. The UA Datapool and the AI anomaly detection are great, having been trained on eighteen months of historical vibration temperature data, and they automate workflows that create CMP S tickets when anomalies are detected. This setup saved us from a forty-eight hour compliant shutdown by acting four weeks early. The initial setup was very well supported, with a two-day onsite workshop that mapped our data sources, and we built connectors, covering 85% of our equipment. Overall, it's a very powerful tool that has helped us significantly. **What do you dislike about Rayven?** The shared number of notes and options can feel overwhelming for the first two to three weeks. Our operations engineers needed the onboarding workshop to get comfortable. After that, it's smooth. **What problems is Rayven solving and how is that benefiting you?** I use Rayven for workflow automation, solving data silos and Akhros issues. It enhances maintenance, optimization, and pushes energy parameters. It helps in proactive approaches rather than reactive responses. ### 2. Rayven's Low-Code Platform is the Fastest Way to Build and Scale Intelligent Apps **Rating:** 5.0/5.0 stars **Reviewed by:** John M. | Blockchain Developer at Neebal Technologies , Information Services, Enterprise (> 1000 emp.) **Reviewed Date:** October 08, 2025 **What do you like best about Rayven?** Rayven has become our go-to platform for rapid development and automation. I love how it blends lo-code simplicity with full-code control --- our non-technical teams can start project using AI prompts and templates, and our developers can jump in to customize and scale them. The real-time data integration feature is especially powerful, we can connect multiple systems and deploy AI tools instantly without needing extra middleware. **What do you dislike about Rayven?** The platform's versatility means it takes a bit to explore all its capabilities. Some of the advanced features could us more in-app guidance, but once you understand the workflow, It's incredibly smooth. **What problems is Rayven solving and how is that benefiting you?** Before using Rayven, We struggled with fragmented systems and slow development cycles. Now, our IT Ops teams work in sync on one shares environment. We've automated workflows, unified data streams, and built internal AI tools that cut manual work by nearly 60%. The platform has shortened our deployment time from weeks to days. ### 3. Robust Data Integration, Needs Easier Setup **Rating:** 5.0/5.0 stars **Reviewed by:** Jeanine S. | Senior Technical Writer , Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** December 15, 2025 **What do you like best about Rayven?** I appreciate Rayven's strong real-time data processing and monitoring capabilities that fit well into an IT operations environment. It really helps us with centralized monitoring and data analysis across multiple systems, reducing reliance on manual checks. This enables faster identification of operational and performance issues. It also allows our team to build custom logic, monitor live systems, and visualize data in a clear and structured way. We've achieved better system visibility, quicker incident response, and more efficient use of team resources. The platform helps us detect potential issues earlier and act on them faster. **What do you dislike about Rayven?** Some features require deeper technical knowledge to configure optimally, especially for more complex workflows. A bit more guided setup would be helpful for first-time users. The initial setup was effectively massive. **What problems is Rayven solving and how is that benefiting you?** I use Rayven for centralized monitoring, which reduces manual checks and speeds up issue detection. It provides strong data processing and monitoring for IT, helping us achieve better visibility and efficient resource use. ### 4. Revolutionized Our IoT Dashboard with Ease **Rating:** 5.0/5.0 stars **Reviewed by:** Cassandra L. | Administrative Assistant, Non-Profit Organization Management, Small-Business (50 or fewer emp.) **Reviewed Date:** December 04, 2025 **What do you like best about Rayven?** I like how easy the low-code builder in Rayven is to use, allowing us to rapidly develop and deploy new dashboards or applications without needing a huge team of developers. The drag-and-drop interface is incredibly intuitive, making rapid iteration very easy. Additionally, Rayven's platform has built-in connectors and the low-code interface, which made the setup surprisingly easy and efficient, allowing us to get data flowing from our machines and have the basic dashboards running within a few days. The low-code environment lets our operational staff manage the dashboards and workflows easily. **What do you dislike about Rayven?** The initial learning curve can be steep, especially for new users who are not already familiar with industrial IoT platforms. Better documentation, more structured tutorials, or a deeper 'getting started' guide would be extremely helpful. **What problems is Rayven solving and how is that benefiting you?** Rayven connects data from all our factory machines to build real-time dashboards, reducing unexpected downtime with early warnings and predictive maintenance alerts—making our operations team more proactive. ### 5. Effortless Automation with Minor Onboarding Hurdles **Rating:** 5.0/5.0 stars **Reviewed by:** Stacey Y. | CEO, Oil & Energy, Small-Business (50 or fewer emp.) **Reviewed Date:** January 10, 2026 **What do you like best about Rayven?** I like how Rayven simplifies complex data workflows. The platform allows multiple data sources to be managed from one place, which is really helpful. Automation reduces repetitive manual tasks significantly. The interface is well-organized and user-friendly, making the product practical for everyday business use. Additionally, the initial setup process was fairly straightforward, and once set up, the platform is easy to use. Performance has been consistent, meeting most of our requirements. **What do you dislike about Rayven?** New users will need some time to understand all features. More step-by-step onboarding guides will be helpful. Additional workflows and techniques would also improve visibility for faster adoption. **What problems is Rayven solving and how is that benefiting you?** I use Rayven to automate workflows and manage data, which streamlines our core operations. It simplifies complex workflows and reduces repetitive tasks, allowing us to manage multiple data sources from one place. ### 6. Flexible Monitoring with Smooth Onboarding **Rating:** 4.5/5.0 stars **Reviewed by:** Rajanikanth P. | AI, Big Data, & Integration Expert | Travel Enthusiast, Wannabe Runner, and Foodie | Founding Architect at iVoyant, Logistics and Supply Chain, Mid-Market (51-1000 emp.) **Reviewed Date:** January 22, 2026 **What do you like best about Rayven?** I really like Rayven's ability to turn real-time data into immediate operational insights. It's impressive how Living SOS monitors activities as they happen. The flexibility of the platform stands out to me, as we can configure dashboards, alerts, and workflows to match our internal processes instead of adapting to rigid templates. It makes Rayven feel more like an operational partner than just a monitoring tool. **What do you dislike about Rayven?** Some advanced features require initial configuration efforts, which can be a drawback. This is expected for a platform designed to handle complex data environments. **What problems is Rayven solving and how is that benefiting you?** Rayven helps us track application performance and system metrics across environments. It solves delayed visibility issues by providing a real-time view of system behavior, enabling us to detect anomalies early and respond proactively. ### 7. Reliable Automation That Helps Keep Everything Organized **Rating:** 5.0/5.0 stars **Reviewed by:** Tuomo P. | Sales Process Specialist at ABB, Manufacturing, Enterprise (> 1000 emp.) **Reviewed Date:** November 14, 2025 **What do you like best about Rayven?** Rayven is simple to set up and easy to work with once you get familiar with it. I like that I can build workflows without needing to dig into complicated configurations. The dashboards show exactly what we need, and the platform runs smoothly day to day. **What do you dislike about Rayven?** Some areas of the analytics section take a bit of practice to understand. A few more tutorials or starting examples would make it easier for new teammates. **What problems is Rayven solving and how is that benefiting you?** It helps us remove repetitive manual tasks and gives us one place to manage our data and processes. We’ve cut down on errors and saved a lot of time by automating steps that used to slow us down. ### 8. Exceptional Platform That Delivers Outstanding Result in Healthcare **Rating:** 5.0/5.0 stars **Reviewed by:** Brett O. | CEO & Co-Founder of KatKin, Health, Wellness and Fitness, Mid-Market (51-1000 emp.) **Reviewed Date:** October 17, 2025 **What do you like best about Rayven?** Reliable, highly-performing, easy to use, and delivers great results. **What do you dislike about Rayven?** None so far --- everything works perfectly. **What problems is Rayven solving and how is that benefiting you?** Our Organization in the healthcare industry has been using Rayven, and it has proven to be an exceptional solution for our needs. The platform performs flawlessly and has exceeded our expectations in every aspect. What stand out most is its reliability and performance -- it delivers exactly what we need with remarkable efficiency. Rayven has streamline our operations, enhanced data visibility, and supported better decision better decision-making across our processes. I genuinely has no complaints about the product; it has been consistently dependable and user-friendly. It's solution I would confidently recommend to any organization looking for a powerful, effective, and professional-grade platform. ### 9. Real-Time Dashboard & Insights Powerhouse **Rating:** 5.0/5.0 stars **Reviewed by:** Adityo Demas A. | Product Manager , Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 14, 2025 **What do you like best about Rayven?** I really appreciate Rayven's real-time data monitoring and visualization features. These are crucial for our banking operations as they allow my team to efficiently track financial system transactions and workflows. The platform provides actionable insights without delays, which is incredibly valuable. Additionally, our experience with Rayven has been positive, as it's stable and reliable, making it an effective tool for managing system operations and ensuring compliance. **What do you dislike about Rayven?** The initial setup for some advanced integration can be a bit time consuming. However, once configured, the platform runs reliably. **What problems is Rayven solving and how is that benefiting you?** I use Rayven for real-time data monitoring, ensuring compliance, detecting anomalies, and improving transparency. It helps track financial transactions and workflows efficiently, providing actionable insights without delays, which is crucial for banking operations. ### 10. Seamless Integration + Real-Time Data for Field Teams **Rating:** 5.0/5.0 stars **Reviewed by:** Michael J. | CEO & Founder at LOOP, Marketing and Advertising, Mid-Market (51-1000 emp.) **Reviewed Date:** November 02, 2025 **What do you like best about Rayven?** Rayven lets us connect project management software, field devices, and reporting tools into one live system. The ability to unify data in real-time helps us track performance, equipment usage, and safety metrics effortlessly. Our field supervisors use custom mobile dashboards we built directly in Rayven----zero outside developers needed. **What do you dislike about Rayven?** We'd love to se an offline mode or mobile users working in remote locations, but otherwise it's been flawless. **What problems is Rayven solving and how is that benefiting you?** Rayven helped us replaced a patchwork of spreadsheets and disconnected systems with a unified platform. We've improved communication between teams, reduced reporting delays, and immediate insight into every project. It's fast, flexible, and surprisingly affordable. ### 11. A Must-Have Platform for Smart Farming and Data-Driven Decisions **Rating:** 5.0/5.0 stars **Reviewed by:** Tamer A. | Professional Supply Chain in UAE, Farming, Small-Business (50 or fewer emp.) **Reviewed Date:** November 03, 2025 **What do you like best about Rayven?** Rayven makes it easy to bring all our sensor, irrigation, and weather data together in one platform. We've built automations that alert our field managers when soil moisture levels drop, and we even use AI models to predict yield based on real-time inputs. It's fast, intuitive, and has saved us a fortune on custom development. **What do you dislike about Rayven?** The data visualization tools could use more customization for agriculture-specific metrics, but they're still very functional. **What problems is Rayven solving and how is that benefiting you?** We've eliminated manual data collection and now monitors everything remotely. Rayven has improved crop planning accuracy by nearly 20% and made out team far more responsive to changing conditions. ### 12. A Practical Solution for Connecting Our Machinery and Data **Rating:** 5.0/5.0 stars **Reviewed by:** Etiko B. | Chief Executive Officer, Machinery, Enterprise (> 1000 emp.) **Reviewed Date:** September 11, 2025 **What do you like best about Rayven?** I like that Rayven makes it possible to build workflow without needing a coding background. It integrates smoothly with our existing systems and helps us modernize without disrupting daily operations. **What do you dislike about Rayven?** The platform has a lot of depth, so it can take some time for teams to fully unlock more advanced features, but once they do, it becomes a real asset. **What problems is Rayven solving and how is that benefiting you?** Running a machinery business means dealing with a mix of old equipment and new digital tools,, and it's always bee a headache to make them work together. Rayven gave us a way to unify everything without our existing systems. What I really value is how quickly we were able to automate reporting and maintenance tasks, which has saved us both time and costs. ### 13. Essential Platform for Business Insights and Growth **Rating:** 5.0/5.0 stars **Reviewed by:** Gianluigi S. | Security Researcher, Computer & Network Security, Small-Business (50 or fewer emp.) **Reviewed Date:** November 14, 2025 **What do you like best about Rayven?** I like the clean interface, the flexibility of dashboards, and the ability to integrate multiple data sources. The platform is dependable, and our team feels confident using it every day. **What do you dislike about Rayven?** Some advanced analytics features could be slightly easier to customize, but the platform offers enough support to overcome this quickly. **What problems is Rayven solving and how is that benefiting you?** Rayven has addressed our main challenge of disorganized data and lack of insight. It provides clear visibility into key business metrics, helps track performance efficiently, and supports strategic decision-making. Overall, it’s been a major contributor to our business growth. ### 14. Game-Changer for Teams Modernizing Legacy Systems **Rating:** 4.5/5.0 stars **Reviewed by:** Meshack G. | Consultant at , Information Services, Mid-Market (51-1000 emp.) **Reviewed Date:** October 06, 2025 **What do you like best about Rayven?** Rayven made it possible for us to modernize our outdated process without tearing out our existing systems. We could connect legacy databases, unify our data, and use AI-driven automations to streamlines workflows-all from one platform. It's powerful yet accessible for both IT and business teams. **What do you dislike about Rayven?** The analytics dashboard could offer a few more visualization options but since Rayven allows integration with out BI tools, it's a minor issue. **What problems is Rayven solving and how is that benefiting you?** We've cut manual reporting time by half, automated compliance checks, and improved data accuracy across our finance operations. Rayven's flexibility and low-cost entry point made it easy to scale dinitiaitves a d department Digital transformation ### 15. End-to-End Visibility and Automation for Fleet Operations **Rating:** 5.0/5.0 stars **Reviewed by:** Paul G. | Manager , Transportation/Trucking/Railroad, Enterprise (> 1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Rayven?** Rayven's real-time data integration has been a lifesaver for managing our fleet. We connected GPS, fuel monitoring, and maintenance systems into one dashboard. The predictive AI maintenance alert are incredibly accurate and easy to implement with the low-code tools. **What do you dislike about Rayven?** Some integrations requires a bit of initial setup, but the documentation is very clear. **What problems is Rayven solving and how is that benefiting you?** We've cut unplanned downtime by 25% and now manage scheduling and route optimization directly from the apps we built inside Rayven. It's powerful and flexible. ### 16. Rayven Makes Everything Simple and Hassle-Free **Rating:** 5.0/5.0 stars **Reviewed by:** Nicola L. | CEO and Country Manager at Sensei Lombardei, Italien , Computer Software, Mid-Market (51-1000 emp.) **Reviewed Date:** October 18, 2025 **What do you like best about Rayven?** Rayven is intuitive, smooth, and easy to use right from the start. It helps us get things done quickly without any confusion. I love how reliable and consistent the platform is. **What do you dislike about Rayven?** Honestly, there's nothing to dislike. Everything works exactly as it should with no big our bugs. I've zero frustration using it, which is refreshing. **What problems is Rayven solving and how is that benefiting you?** Rayven streamlines my daily tasks and keeps everything in one place. It saves time ad reduces manual effort dramatically. I can focus on results instead of worrying about the process issues. ### 17. Excellent Platform for Fast App Prototyping and Devopment. **Rating:** 5.0/5.0 stars **Reviewed by:** Anani F. | Director Prodcuct development at CloudNova Tech, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** October 06, 2025 **What do you like best about Rayven?** I love how Rayven strikes the perfect balance between low-code simplicity and full-code flexibility. I can start a project visually i impressive --- we've built internal dashboard and AI-powered tools that handles thousands of data points in real-time. **What do you dislike about Rayven?** It's replaced can feel slightly cluttered when managing very large projects, but the learning curve is short and totally w1 rht it. **What problems is Rayven solving and how is that benefiting you?** It's replaced several tools we were using separately for integration, automation, and app development. Our deployment speed has increased 60, and collaboration between developers and non-technical staff has never been smoother. ### 18. Transformed our Customer Personalization and increased sales **Rating:** 5.0/5.0 stars **Reviewed by:** Adeel E. | Group Technology Director, Mid-Market (51-1000 emp.) **Reviewed Date:** October 10, 2025 **What do you like best about Rayven?** Rayven's real-time AI engine is incredible. It dynamically personalizes product recommendations and promotions for each visitor based on their immediate browsing behavior. This has lead to a significant uplift in our average order value and customer engagement. **What do you dislike about Rayven?** The platform is powerful which came with a steep initial learning curve for our company's marketing team. **What problems is Rayven solving and how is that benefiting you?** We had a wealth of customer data but struggled t use it in real-time to personalize the online shopping experience leading to stagnant conversion rate which Rayven help us resolve. ### 19. Rayven Is Our Secret Weapon to AI Based Retail **Rating:** 5.0/5.0 stars **Reviewed by:** Keith C. | Chief Customer Officer at Transcend Retail Solutions | Retail Transformation | Customer-First Strategy | Sales & Consulting Leader, Retail, Small-Business (50 or fewer emp.) **Reviewed Date:** October 01, 2025 **What do you like best about Rayven?** Rayven provided us with the instruments to create our own data-driven personalized shopping assistant. The AI prompt builder is genius, and the fact the it can be implemented in both web and mobile platforms is smooth. It's low-code, but not low-power. **What do you dislike about Rayven?** More retail specific templates would be nice, but it is easy to customizes ones. **What problems is Rayven solving and how is that benefiting you?** After the Introduction of our AI assistant, we have raised the conversion rate by 22%. Rayven also assisted us in automating inventory syncing and communications with suppliers that saved hours every week. ### 20. Intuitive Setup, Powerful Real-Time Data Handling **Rating:** 4.5/5.0 stars **Reviewed by:** Andres T. | COO at LeanSquard Software, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2025 **What do you like best about Rayven?** I find Rayven's ability to handle live data efficiently really stands out. It remains adaptable to different IT scenarios, giving our team the flexibility to design workflows and monitoring logic that match our operational needs without being overly rigid. The initial setup was intuitive and great. **What do you dislike about Rayven?** Some features could benefit from additional in-app guidance, especially during the initial configuration. **What problems is Rayven solving and how is that benefiting you?** I use Rayven for real-time data ingestion, dashboards, and alerts. It tracks activities across multiple IT systems, identifies irregular behavior, and reduces manual system checks, enhancing operational efficiency. ### 21. Boosting Logistics Efficiency with Rayven **Rating:** 5.0/5.0 stars **Reviewed by:** Oxana I. | customs clearance specialist, Logistics and Supply Chain, Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2025 **What do you like best about Rayven?** It works well for both our driver and operations team. The drag-and-drop tools make building automations simple, while advanced options give IT the depth needed. **What do you dislike about Rayven?** Mobile usability is strong but could be smoother for drivers on the go. Some offline capabilities would improve reliability in remote areas of queensland. **What problems is Rayven solving and how is that benefiting you?** We struggled with tracking shipments across different platforms. Rayven unified data, automated status updates, and integrated AI for predictive delivery insights. ### 22. A versatile low-code platform that really delivers **Rating:** 5.0/5.0 stars **Reviewed by:** Marof A. | Outsourcing BD Institute , Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2025 **What do you like best about Rayven?** It’s simple enough for non-technical users yet powerful enough for IT and DevOps, which means everyone can work from the same platform without extra tools or costs. **What do you dislike about Rayven?** I have no complaints about Rayven. Amazing and useful product **What problems is Rayven solving and how is that benefiting you?** Rayven helps us solve the problem of slow, fragmented workflows and disconnected systems. By unifying data and enabling us to build apps and automations quickly, we’ve reduced manual work, eliminated silos, and improved collaboration across teams. ### 23. Rayven Helped Us Streamline Retail Operations Across Stores **Rating:** 5.0/5.0 stars **Reviewed by:** Eirin B. | co-Founder & co-CEO, Retail, Mid-Market (51-1000 emp.) **Reviewed Date:** September 15, 2025 **What do you like best about Rayven?** The no-code tools are simple to use, Which lets store managers set up workflows without waiting for IT support. **What do you dislike about Rayven?** It takes a little time to set up reports that match our retails KPIs exactly. **What problems is Rayven solving and how is that benefiting you?** We started using Rayven to connect sales, inventory, and logistics data from multiple store. It has made day-to-day operation easier by reducing manual work and giving us real-time insights into performance. ### 24. Connecting Patient Data Seamlessly **Rating:** 5.0/5.0 stars **Reviewed by:** Sharon D. | Medical Operation Lead at Biogen, Biotechnology, Enterprise (> 1000 emp.) **Reviewed Date:** September 09, 2025 **What do you like best about Rayven?** Simple integration with legacy healthcare systems. secure and HIPAA-compliant. No-code builder helps non-technical staff. **What do you dislike about Rayven?** Implementation required close IT oversight initially. **What problems is Rayven solving and how is that benefiting you?** Rayven simplified the way we integrate data across different systems, Patient data now accessible and secure and workflows like appointment scheduling and report are automated. It feels like the missing puzzle piece in our operations. ### 25. Real-Time Fraud Detection and Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Frank M. | Risk Manager@ Pie Insrance , Mid-Market (51-1000 emp.) **Reviewed Date:** September 09, 2025 **What do you like best about Rayven?** Fast automation, great for fraud and risk management. No-code tools are simple. AI integration feels very modern. **What do you dislike about Rayven?** Could use more industry-specific templates. **What problems is Rayven solving and how is that benefiting you?** We use Rayven to streamline fraud detection workflows. It connects directly to our systems, process data in real-time, and triggers alert instantly . It's fast, reliable, and has strengthened our compliance posture. ### 26. A True All-in-One Platform for IT Teams **Rating:** 5.0/5.0 stars **Reviewed by:** Margarita P. | IT Consultant at EffectiveSoft, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2025 **What do you like best about Rayven?** All-in-One solution for app dev and automation. Works with existing systems. Low learning curve. **What do you dislike about Rayven?** Enterprise-scale deployments may need etra configuration. **What problems is Rayven solving and how is that benefiting you?** As an IT Consultant, I've tested many platforms, but Rayven stands out. It combines app building, automation, and integration without juggling multiple tools. Both my technical non-technical clients find it easy to use. ### 27. Fast, flexible, and surprisingly powerful **Rating:** 5.0/5.0 stars **Reviewed by:** Alexander L. | IT Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2025 **What do you like best about Rayven?** Easy-to-use interface, great for non-technical user.Ability to add code when you need more customization **What do you dislike about Rayven?** Takes a little time to fully explore all its features **What problems is Rayven solving and how is that benefiting you?** There is not any problem on Rayven. All is ok. ### 28. My Review **Rating:** 5.0/5.0 stars **Reviewed by:** Asha B. | System administrator, Mid-Market (51-1000 emp.) **Reviewed Date:** July 10, 2024 **What do you like best about Rayven?** It has now AI And IoT platform which is really helping our users to achieve their targets and improved productivity. **What do you dislike about Rayven?** Still exploring a lot of things but nothing to dislike as such. Amazing product. **What problems is Rayven solving and how is that benefiting you?** We can easily build workflows and easily deployable. Can be infinitely scalable. ### 29. My Experience With Rayven **Rating:** 4.5/5.0 stars **Reviewed by:** Agatha M. | Senior Accountant, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** June 18, 2024 **What do you like best about Rayven?** I like the business intelligence features and the fact that it makes handling data and related IoT issues easy. Using Rayven is also straightforward. **What do you dislike about Rayven?** I have no complaints to make about Rayven. **What problems is Rayven solving and how is that benefiting you?** The software comes with great analytics features and is amazing as an IoT solution. - [View Rayven pricing details and edition comparison](https://www.g2.com/products/rayven/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-11+18%3A42%3A35+-0500&secure%5Bsession_id%5D=0a2d56ee-9c12-4875-8888-e3aab215fadc&secure%5Btoken%5D=f8de1e03fb4b8c6f62263b19f694d3df9bc5fc388f5933610b05de790515974d&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 (2,053 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (781 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (780 reviews)