Data Science Platform
Build, train, test + deploy models that deliver brilliant insights + visualizations, simply.
Rayven gives Data Scientists a complete, all-in-one + easy-to-use toolkit for delivering Machine Learning and Generative AI capabilities with custom LLMs across your business, effortlessly.
Create an accurate real-time single source of truth + leverage easy-to-use Machine Learning and Generative AI capabilities.
Data Science is an increasingly critical discipline for businesses who want to take advantage of the AI revolution to find a competitive edge.
Rayven features easy-to-use toolkits that enables you to build, train, test + deploy models, faster. Use visual interfaces and proprietary tools you won't find anywhere else to give anyone in the business capabilities via custom interfaces to predict the future, uncover all-new insights + seize optimisations, simply.
Five things our all-in-one platform enables Data Scientists to do.
Data Scientists in industrial businesses are the maestros of data, turning raw figures into insights, predictions, and strategies that drive efficiency and growth. They wrestle with complex datasets, extract meaningful patterns, and build predictive models.
Rayven's platform, with its Generative AI and advanced ETL tools inbuilt, empowers Data Scientists to achieve new levels of precision and speed in their analyses, making their insights more actionable than ever before.
Data ETL, Pre-Processing + Management.
Utilise advanced ETL capabilities to efficiently prepare large datasets for analysis in real-time - extracting data from anything, anywhere - ensuring data quality and accessibility at all times.
Easy Machine Learning.
Rayven features an inbuilt Machine Learning Studio with drag-and-drop model creation, import (Python), comparison, and performance visualizations that enable you to develop predictive analytics capabilities.
Customised
LLMs.
Train LLMs using RAG workflows to create highly-customised LLMs tailored to specific industrial challenges. Experiment with inputs and analyse outputs. Easily deploy them into live environments.
Enhanced Data Visualization.
Create dynamic, AI-powered visualizations (using prebuilt nodes and conversational analytics interfaces) to better communicate complex data insights to non-technical stakeholders.
Digital Twin / Modelling.
Create a digital twin of your operations and experiment with machine learning, Generative AI, and new processes and automations to uncover where optimisations and efficiencies can be found.
Rayven makes Data Science simpler to deliver better insights, faster.
![Workflow-Builder-move Workflow-Builder-move](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/Workflow-Builder-move.gif?width=600&height=396&name=Workflow-Builder-move.gif)
Every feature you need + others you’ll want in one platform.
Easy-to-use, fast-to-deploy + delivering extreme capabilities; our integrated data, AI + IoT platform gives you everything you need to build brilliant applications, simply.
![Q1-24-New-Short-Stack-Vertical Q1-24-New-Short-Stack-Vertical](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Diagrams/Q1-24-New-Short-Stack-Vertical.png)
![Workflow-Big-Chain](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/Workflow-Big-Chain.png?width=400&height=263&name=Workflow-Big-Chain.png)
Ingest, Manage + Transform: Create a real-time single source of truth.
Rayven can integrate and ingest data from anywhere, connecting to systems via connectors, dynamic nodes, or custom scripts.
We enable you to effortlessly collate, transform, ETL, store + pre-process real-time data using only drag-and-drop.
- Connect to anything or import files
- Time series + static data
- Real-time pre-processing + labelling
- Data transformation + validation
- Calculations, aggregations + backfill
- Custom coding logic
Machine Learning: Unleash the power of accurate predictive analytics.
Create and test algorithms to see which work best using our easy-to-use Machine Learning Studio. Then train + deploy them to analyse your data in real-time via our Workflow Builder, delivering insights to users.
- Real-time analysis
- Data preparation
- Model training + comparison
- Visualizations
- Import + create algorithms
- Predictive analytics
Generative AI + LLMs: Create + make your models available, everywhere.
Develop better models, faster, that enable anyone across your business to interrogate and explore what's happening in the moment, ask questions, seize optimisations, and much more.
- Utilise ready-to-deploy LLMs
- Build RAGs + customise models, simply
- Create conversational analytics interfaces for users
- Speed-up training
- No-code, drag-and-drop configuration
- Scalable, reliable performance
Create Custom AI Apps: Deliver insights + capabilities business-wide, simply.
Rayven enables you to create custom AI applications that deliver different users across your business with the real-time insights, data visualizations + conversational analytics interfaces needed to interrogate your data in deeper, all-new ways.
- Create data visualizations + dashboards
- Set-up notifications + alerts
- Interrogate data using a customised LLM
- Complete branding options
- Automate reporting
- Guarantee real-time accuracy
Use our easy-to-use Machine Learning Studio to create, train + test algorithms for predictive analytics.
Our integrated data, AI + IoT platform enables you create or import any Python model, train, test + deploy the best one(s) into live, real-time data environments to deliver accurate forecasts and predictive insights to the end-users that need them.
![AI-Dynamix-Screen-Move AI-Dynamix-Screen-Move](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/AI-Dynamix-Screen-Move.gif?width=600&height=397&name=AI-Dynamix-Screen-Move.gif)
![Rayven-Gen-AI Rayven-Gen-AI](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Screenshots/Gen%20AI/Rayven-Gen-AI.png?width=600&height=396&name=Rayven-Gen-AI.png)
(Almost) ready-to-go Generative AI: connect your data, create RAGs + start.
Rayven enables you to rapidly develop custom AI models that are trained to deliver accurate, relevant insights for your business.
Use the platform's toolkit and drag-and-drop interface to do everything you (and your AI applications' users) need, so that you can deploy, iterate + create a business-oriented, self-optimising LLM, fast.
Why are Rayven’s Generative AI capabilities a gamechanger?
-
1: Real-Time Data
Rayven can collate + transform
your real-time data to make it
available for analysis and
add feedback in the moment. -
2: Custom LLM
Rayven can create a custom LLM
that's trained on your data,
use case, and sector to deliver
unparalleled insights + capabilities. -
3: In-Situ Conversational
AnalyticsRayven gives users bespoke
interfaces to interrogate +
question their data in
your app dashboards.
Our platform and the industrial applications built on it enable you to ETL + analyse all your data in real-time from anywhere. Out-of-the-box integrations include:
Real-time
IoT:
![Wattwatchers-logo-landscape Wattwatchers-logo-landscape](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Wattwatchers-logo-landscape.png?width=137&height=40&name=Wattwatchers-logo-landscape.png)
![sierra_wireless_logos sierra_wireless_logos](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/sierra_wireless_logos.png?width=89&height=22&name=sierra_wireless_logos.png)
![Cisco-Meraki-primary-logo Cisco-Meraki-primary-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Cisco-Meraki-primary-logo.png?width=101&height=40&name=Cisco-Meraki-primary-logo.png)
![zedi-logo-grey-2-300x116 zedi-logo-grey-2-300x116](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/zedi-logo-grey-2-300x116.png?width=93&height=36&name=zedi-logo-grey-2-300x116.png)
![directed-australia directed-australia](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/directed-australia.jpg?width=96&height=36&name=directed-australia.jpg)
![1200px-Emerson_Electric_Company.svg 1200px-Emerson_Electric_Company.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/1200px-Emerson_Electric_Company.svg.png?width=82&height=36&name=1200px-Emerson_Electric_Company.svg.png)
![Radlogo Radlogo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Radlogo.jpg?width=64&height=40&name=Radlogo.jpg)
![Bosch-logo Bosch-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Bosch-logo.png?width=93&height=50&name=Bosch-logo.png)
![1280px-ABB_logo.svg 1280px-ABB_logo.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/1280px-ABB_logo.svg.png?width=50&height=20&name=1280px-ABB_logo.svg.png)
![Robustel Robustel](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Robustel.png?width=99&height=22&name=Robustel.png)
![Phoenix_Contact_Logo.svg Phoenix_Contact_Logo.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Phoenix_Contact_Logo.svg.png?width=92&height=26&name=Phoenix_Contact_Logo.svg.png)
![Microchip-logo-png Microchip-logo-png](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Microchip-logo-png.png?width=111&height=32&name=Microchip-logo-png.png)
![Rexroth-logo Rexroth-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Rexroth-logo.png?width=75&height=34&name=Rexroth-logo.png)
![Teltonika-logo Teltonika-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Teltonika-logo.png?width=102&height=20&name=Teltonika-logo.png)
![Siemens-logo Siemens-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Siemens-logo.png?width=87&height=14&name=Siemens-logo.png)
![Beckhoff_Logo.svg Beckhoff_Logo.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Beckhoff_Logo.svg.png?width=84&height=16&name=Beckhoff_Logo.svg.png)
![Monnit-Logo-1200x630 Monnit-Logo-1200x630](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Monnit-Logo-1200x630.png?width=91&height=48&name=Monnit-Logo-1200x630.png)
![TOSHIBA_Logo TOSHIBA_Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/TOSHIBA_Logo.png?width=86&height=14&name=TOSHIBA_Logo.png)
![OMRON_Logo OMRON_Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/OMRON_Logo.png?width=85&height=20&name=OMRON_Logo.png)
![fusion-Hvac fusion-Hvac](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/fusion-Hvac.png?width=66&height=44&name=fusion-Hvac.png)
![Schneider-Electric Schneider-Electric](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Schneider-Electric.png?width=85&height=34&name=Schneider-Electric.png)
![Rockwell_Automation_logo Rockwell_Automation_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Rockwell_Automation_logo.png?width=102&height=24&name=Rockwell_Automation_logo.png)
![Calumino-Logo Calumino-Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Calumino-Logo.png?width=106&height=26&name=Calumino-Logo.png)
![Johnson_Controls Johnson_Controls](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Johnson_Controls.png?width=78&height=36&name=Johnson_Controls.png)
![Actility_LOGO_green-redbaseline_RGB_WEB Actility_LOGO_green-redbaseline_RGB_WEB](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Actility_LOGO_green-redbaseline_RGB_WEB.png?width=87&height=42&name=Actility_LOGO_green-redbaseline_RGB_WEB.png)
![Samsung_Logo-smaller Samsung_Logo-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Samsung_Logo-smaller.png?width=78&height=26&name=Samsung_Logo-smaller.png)
![Advantech_logo-smaller Advantech_logo-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Advantech_logo-smaller.png?width=107&height=18&name=Advantech_logo-smaller.png)
![Honeywell_logo-small Honeywell_logo-small](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Honeywell_logo-small.png?width=102&height=18&name=Honeywell_logo-small.png)
![Mitsubishi Mitsubishi](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Mitsubishi.png?width=116&height=20&name=Mitsubishi.png)
![Panasonic_Group_logo-smaller Panasonic_Group_logo-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Panasonic_Group_logo-smaller.png?width=104&height=16&name=Panasonic_Group_logo-smaller.png)
![IOTPLUS_Logo-260 IOTPLUS_Logo-260](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/IOTPLUS_Logo-260.png?width=74&height=28&name=IOTPLUS_Logo-260.png)
![ACOEM_Logo_Horizontal ACOEM_Logo_Horizontal](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/ACOEM_Logo_Horizontal.png?width=94&height=22&name=ACOEM_Logo_Horizontal.png)
![MTData_vector_logo MTData_vector_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/MTData_vector_logo.png?width=74&height=46&name=MTData_vector_logo.png)
![EHLOGO EHLOGO](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/EHLOGO.jpg?width=74&height=46&name=EHLOGO.jpg)
![LOADRITE-Logo-IMG LOADRITE-Logo-IMG](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/LOADRITE-Logo-IMG.png?width=103&height=40&name=LOADRITE-Logo-IMG.png)
![browan-1 browan-1](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/browan-1.webp?width=80&height=40&name=browan-1.webp)
Clouds + Data Lakes:
![SAP_2011_logo.svg SAP_2011_logo.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/SAP_2011_logo.svg.png?width=59&height=30&name=SAP_2011_logo.svg.png)
![Microsoft_Azure_logo_2021 Microsoft_Azure_logo_2021](https://www.rayven.io/hs-fs/hubfs/Microsoft_Azure_logo_2021.webp?width=132&height=22&name=Microsoft_Azure_logo_2021.webp)
![Google-Cloud-Symbol Google-Cloud-Symbol](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Google-Cloud-Symbol.png?width=44&height=40&name=Google-Cloud-Symbol.png)
![aws3 aws3](https://www.rayven.io/hs-fs/hubfs/aws3.gif?width=118&height=38&name=aws3.gif)
![IBM-Cloud IBM-Cloud](https://www.rayven.io/hs-fs/hubfs/IBM-Cloud.png?width=40&height=40&name=IBM-Cloud.png)
![Oracle-Cloud_logo-2018-white-bgd Oracle-Cloud_logo-2018-white-bgd](https://www.rayven.io/hs-fs/hubfs/Oracle-Cloud_logo-2018-white-bgd.png?width=94&height=42&name=Oracle-Cloud_logo-2018-white-bgd.png)
![OSI-Soft-logo OSI-Soft-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/OSI-Soft-logo.png?width=86&height=30&name=OSI-Soft-logo.png)
![Teradata_logo_2018 Teradata_logo_2018](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Teradata_logo_2018.png?width=99&height=32&name=Teradata_logo_2018.png)
![Argus Argus](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Argus.png?width=73&height=22&name=Argus.png)
![Hewlett_Packard_Enterprise_logo Hewlett_Packard_Enterprise_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Hewlett_Packard_Enterprise_logo.png?width=86&height=36&name=Hewlett_Packard_Enterprise_logo.png)
![Cloudera_logo_darkorange-smaller Cloudera_logo_darkorange-smaller](https://www.rayven.io/hs-fs/hubfs/Cloudera_logo_darkorange-smaller.png?width=107&height=13&name=Cloudera_logo_darkorange-smaller.png)
![databricks-logo databricks-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/databricks-logo.png?width=64&height=36&name=databricks-logo.png)
![Snowflake_Logo-smaller Snowflake_Logo-smaller](https://www.rayven.io/hs-fs/hubfs/Snowflake_Logo-smaller.png?width=109&height=26&name=Snowflake_Logo-smaller.png)
![domo_smaller domo_smaller](https://www.rayven.io/hs-fs/hubfs/domo_smaller.png?width=68&height=18&name=domo_smaller.png)
![Modular-Mining-smaller Modular-Mining-smaller](https://www.rayven.io/hs-fs/hubfs/Modular-Mining-smaller.png?width=68&height=31&name=Modular-Mining-smaller.png)
Databases:
![mysqlimg mysqlimg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/mysqlimg.gif?width=77&height=46&name=mysqlimg.gif)
![mysql mysql](https://www.rayven.io/hs-fs/hubfs/mysql.gif?width=77&height=46&name=mysql.gif)
![casandra casandra](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/casandra.gif?width=76&height=46&name=casandra.gif)
![Postgre-SQL Postgre-SQL](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/Postgre-SQL.png?width=101&height=34&name=Postgre-SQL.png)
![ibm-db2-logo-smaller ibm-db2-logo-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/ibm-db2-logo-smaller.png?width=90&height=28&name=ibm-db2-logo-smaller.png)
![oracle-db-logo oracle-db-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/oracle-db-logo.jpg?width=75&height=28&name=oracle-db-logo.jpg)
![csv-logo csv-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/csv-logo.jpg?width=40&height=36&name=csv-logo.jpg)
![MongoDB_Logo MongoDB_Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/MongoDB_Logo.png?width=111&height=30&name=MongoDB_Logo.png)
![kafka-logo-smaller kafka-logo-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/kafka-logo-smaller.png?width=70&height=32&name=kafka-logo-smaller.png)
![Hadoop_logo Hadoop_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/Hadoop_logo.png?width=118&height=28&name=Hadoop_logo.png)
![Excel-logo Excel-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/Excel-logo.jpg?width=44&height=44&name=Excel-logo.jpg)
![amazon-redshift-logo amazon-redshift-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Databases/amazon-redshift-logo.jpg?width=85&height=34&name=amazon-redshift-logo.jpg)
Protocol-Level Communication:
![Modbus-smaller Modbus-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Modbus-smaller.png?width=100&height=32&name=Modbus-smaller.png)
![opcua opcua](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/opcua.png?width=97&height=18&name=opcua.png)
![amqp-logo-1 amqp-logo-1](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/amqp-logo-1.png?width=84&height=20&name=amqp-logo-1.png)
![Mqtt-hor.svg Mqtt-hor.svg](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/Mqtt-hor.svg.png?width=84&height=20&name=Mqtt-hor.svg.png)
![FTP FTP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/FTP.png?width=42&height=32&name=FTP.png)
![SNMP SNMP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/SNMP.png?width=68&height=25&name=SNMP.png)
![restful-api-logo restful-api-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/restful-api-logo.png?width=97&height=18&name=restful-api-logo.png)
![HTTP-logo HTTP-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/HTTP-logo.png?width=64&height=18&name=HTTP-logo.png)
![SMTP SMTP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/SMTP.png?width=83&height=16&name=SMTP.png)
![lora lora](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/lora.png?width=55&height=34&name=lora.png)
![api-management api-management](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/api-management.png?width=44&height=44&name=api-management.png)
![UDP UDP](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Data%20Protocol/UDP.jpg?width=51&height=48&name=UDP.jpg)
Messaging
Tools:
![SlickText-smaller SlickText-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/SlickText-smaller.png?width=101&height=26&name=SlickText-smaller.png)
![mailchimp-vector-logo mailchimp-vector-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/mailchimp-vector-logo.png?width=111&height=30&name=mailchimp-vector-logo.png)
![bulksms-logo bulksms-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/bulksms-logo.png?width=106&height=20&name=bulksms-logo.png)
![Birdeye_Logo Birdeye_Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/Birdeye_Logo.jpg?width=91&height=22&name=Birdeye_Logo.jpg)
![tatango-logo tatango-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/tatango-logo.png?width=97&height=24&name=tatango-logo.png)
![Campaign-Monitor-smaller Campaign-Monitor-smaller](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/Campaign-Monitor-smaller.png?width=140&height=14&name=Campaign-Monitor-smaller.png)
![twiliologo twiliologo](https://www.rayven.io/hs-fs/hubfs/001%20-%20I4%20Mining/Logos/Integrations/twiliologo.jpg?width=103&height=36&name=twiliologo.jpg)
![call-loop call-loop](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/call-loop.png?width=107&height=24&name=call-loop.png)
![SimpleTextIn-logo SimpleTextIn-logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/SimpleTextIn-logo.png?width=109&height=18&name=SimpleTextIn-logo.png)
![clicksend_horizontal clicksend_horizontal](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/clicksend_horizontal.png?width=104&height=20&name=clicksend_horizontal.png)
![messagebird_logo messagebird_logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/messagebird_logo.png?width=139&height=26&name=messagebird_logo.png)
![Colour Logo Colour Logo](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20%2B%20Files/Messaging/Colour%20Logo.png?width=102&height=16&name=Colour%20Logo.png)
Solve data accessibility + quality challenges, simply.
Get an all-in-one toolkit for customising LLMs.
Create, train, test + add ML algorithms, fast.
Scale models effectively, almost infinitely.
What do you want to do next?
Rayven is fully-featured + has everything you and your wider business needs to succeed with real-time data + AI applications.
![interoperable-grey interoperable-grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/interoperable-blue.png?width=70&height=70&name=interoperable-blue.png)
Solve complex integration challenges, fast.
![data-stream-grey data-stream-grey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/data-stream-grey.png?width=70&height=70&name=data-stream-grey.png)
Make managing data streams + pipes easy.
Explore Data
Management
![Monitoring-grey Monitoring-grey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/Monitoring-grey.png?width=70&height=70&name=Monitoring-grey.png)
Create a real-time source of truth for anything.
![Easy-to-use-grey-1 Easy-to-use-grey-1](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/Easy-to-use-grey-1.png?width=70&height=70&name=Easy-to-use-grey-1.png)
Build workflows that optimise processes.
![Future-grey Future-grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/Future-grey.png?width=70&height=70&name=Future-grey.png)
Machine Learning + predictive analytics.
![All-in-one-grey All-in-one-grey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/All-in-one-grey.png?width=70&height=70&name=All-in-one-grey.png)
Build automations that optimise performance.
![cloud-grey cloud-grey](https://www.rayven.io/hs-fs/hubfs/cloud-grey.png?width=70&height=70&name=cloud-grey.png)
Deploy anywhere + improve existing stack.
![employee-grey employee-grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/employee-grey.png?width=70&height=70&name=employee-grey.png)
Manage user access, control + roles, simply.
![white-label-Grey white-label-Grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/white-label-Grey.png?width=70&height=70&name=white-label-Grey.png)
Deliver a seamless UI + UX that's yours.
![data-security-grey data-security-grey](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/data-security-grey.png?width=70&height=70&name=data-security-grey.png)
Sleep easy with enterprise security built-in.
![Dashboard-Grey Dashboard-Grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/Dashboard-Grey.png?width=70&height=70&name=Dashboard-Grey.png)
Build dashboards, visualizations + alerts for anyone.
![predictive-models-Grey predictive-models-Grey](https://www.rayven.io/hs-fs/hubfs/004%20-%20ESG/Icons/predictive-models-Grey.png?width=70&height=70&name=predictive-models-Grey.png)
Unleash the power of Generative AI everywhere.
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Generative AI