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Machine Learning Software.

Easy-to-use Machine Learning software for real-time predictive analytics.

Rayven's inbuilt Machine Learning Software enables you to unlock predictive insights via intuitive, accessible interfaces designed to empower everyone.

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Empower yourself to harness Machine Learning. Enable Your business to predict the future.

The Rayven Platform features comprehensive Machine Learning software built into it, enabling anyone to turn your real-time data into forecasts + deliver predictive insights in the moment using drag-and-drop.

Our platform’s predictive power lets you leverage real-time predictive analytics across all your existing data sources and tools, and build complete apps that enable users - and machines - to reduce risk, lower costs + drive self-optimising operations simply.

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User-Friendly, Interface.

Rayven has an intuitive drag-and-drop interface, enabling users to create/import, test + deploy any Python-based model without coding.

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Seamless Integation.

Rayven can integrate with all your existing systems + data sources, enabling you to deliver predictive analytics for anything and everything.

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Batch + Real-Time Predictive Analytics.

Deploy trained models into streaming data to deliver real-time predictive insights, or use it to create a Digital Twin to test optimisations before deploying.

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Low-Cost Scalability + Flexibility.

Rayven's designed to handle varying data volumes + complexities, so your use of Machine Learning can scale alongside your needs.

Bring your own model: Rayven supports any Python-based predictive analytics model, including from:

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Use all your data sources to generate + visualize
predictive insights -
even in real-time.

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Rayven's Machine Learning software features: dig deeper into your data, faster using easy-to-use tools.

Our Machine Learning software comes pre-built into the Rayven Platform and gives anyone the ability to dig deeper into their data and add accurate predictive analytics to custom apps, their existing BI tools - anything.

AI-Dynamix-Screen-MoveRayven’s Machine Learning software features an intuitive drag-and-drop interface, allowing anyone to build, test + deploy machine learning models without needing extensive coding skills.

Whilst experienced Data Scientists can access, edit, or code themselves; the no-code setup Rayven capabilities enables teams to work faster, making Machine Learning accessible across all levels of technical expertise. This ease of use empowers more people in your organisation to experiment with predictive analytics and unlock insights quickly.

Rayven-ESGLive-5-MetricsRayven enables you to deploy Machine Learning models on live data streams, providing real-time predictive analytics that can be visualized immediately on customisable dashboards.

This capability allows teams to make proactive decisions based on the latest data, improving responsiveness and agility in business operations. With real-time insights, your team can stay ahead of trends and respond to changes as they happen.

Workflow-Big-ChainOur platform integrates easily with all your existing data sources, tools + systems, from IoT devices to ERP platforms. Rayven also supports Python-based algorithm imports, so you can bring your custom models onto the platform effortlessly.

This interoperability ensures that your machine learning models can leverage data from every part of your operation, creating a unified, effective data environment.

Explore our ready-to-use software integration connectors or custom integrations.

ipad-Device-Mgmt-1b-600sRayven combines Machine Learning with advanced data management, transformationsecurity capabilities.

Our platform, therefore, enables you to cleanse, validate + secure data before, during, and after processing; ensuring accuracy.

This all-in-one toolkit enables businesses to confidently handle data, while gaining the most value from predictive analytics.

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With Rayven’s workflow builder, you can configure custom workflows that incorporate Machine Learning models and use the insights that their delivering to automate processes.

The visual, drag-and-drop setup lets you create and adjust workflows as needed, linking predictive insights with automated actions across your systems. This flexibility allows your team to maximise the impact of machine learning by embedding it directly into your operations.

Explore our platform's inbuilt workflow automation software capabilities.

GenAI-Screenshot-Jun-24Rayven’s Generative AI capabilities allow you to take Machine Learning even further.

Use conversational analytics built into your custom app interfaces to explore forecasts, generate insights + recommendations, or even add automated actions based on complex data analysis.

This feature helps teams explore new possibilities within their data, delivering advanced decision support that adds significant value to business strategies and operational improvements.

Learn more about Rayven's Generative AI capabilities.

Q1-24-New-DeploymentRayven’s Machine Learning software and the entire platform is built to scale with your business, handling data volumes of any size and complexity.

Whether you’re working with small datasets or are a global enterprise, Rayven adapts to your needs, growing alongside your business. This scalability ensures that as your operations expand, you can rely on Rayven to maintain high performance and responsiveness.

Learn more about Rayven's deployment options + architecture.

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Dig deeper into your data using our easy-to-use, inbuilt Machine Learning software.

ML-DiagramThe Rayven Platform's Machine Learning software enables you to not only create, train + deploy any Python-based algorithm into your custom apps via our workflow builder, but also to model and test them against each other to see which works best - all via an easy-to-use drag-and-drop interface.

Our Machine Learning software comes pre-built enables non-developers and Data Scientists alike to harness its power, simply.

1: Prepare your data.

Select training data from your wider solution and apply ready-to-go filters and normalisers that are natively available within our Machine Learning software.

2: Create, import + train.

Anyone can use our Machine Learning software's drag-and-drop interface to create an algorithm from scratch or import another Python-based model, before running iterative training.

3: Deploy + predict.

Deploy your trained model to streaming data in the workflow builder with a single click and visualise the results in your dashboard for real-time future insights.

Rayven has free + low-cost options, making it affordable for every business.

Need help with Machine Learning? We can help you to deploy predictive analytics in days.

Getting your Machine Learning model looking at past data and suggesting optimisations is one thing, but training it to tell you what’s about to happen in real-time based on how you’re operating at that moment can be another.

We can help you to define your goals, build a repository, create algorithms - all the way through to deploying and fine-tuning your model. We can help you to deliver a bigger ROI, faster.

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Rayven + Machine Learning software FAQs:

Machine Learning is a type of artificial intelligence (AI) that enables systems to learn and improve from data without explicit programming.

In business, Machine Learning is used to analyse patterns, make predictions, and automate decision-making processes. Rayven’s machine learning software is built into the platform, allowing businesses to harness predictive analytics, streamline operations + uncover hidden insights, driving smarter, data-driven decisions.

Machine Learning helps businesses make proactive, informed decisions by analysing historical and real-time data to predict future outcomes.

Rayven’s platform provides real-time predictive analytics that allows teams to forecast trends, detect anomalies + make decisions based on the latest insights. This capability helps businesses react quickly to changes and make better strategic choices.

A digital twin is a virtual model of a physical object or system, updated continuously with real-time data.

Machine Learning enhances digital twins by analysing data to predict future states, optimise performance + detect potential issues before they occur.

Rayven enables you to run different machine learning models against your data in isolation, allowing you to test algorithms on a digital twin to see which works best, compare and contract outcomes, then deploy them into your real-time data streams and apps.

Rayven’s Machine Learning software is complimented by its Generative AI capabilities by providing predictive insights that enhance AI-driven recommendations and decisions.

With Machine Learning forecasts, Generative AI can produce even more accurate and contextual responses. Rayven allows businesses to explore predictive insights, helping teams generate more informed recommendations, automated actions + even new strategies based on data patterns.

Yes, Machine Learning can be integrated into workflows to automate decisions and actions based on predictive insights.

Rayven’s platform features a workflow builder that allows you to embed machine learning models directly into automated processes, enabling smarter, data-driven workflows that run without manual intervention. This automation can increase efficiency, reduce errors, and improve responsiveness across your operations.

Rayven’s platform includes a comprehensive data security toolkit that protects data at every stage of the machine learning process.

With features like encryption, access controls, and data validation, Rayven ensures that sensitive information is handled securely. This security framework allows businesses to confidently implement Machine Learning, meeting regulatory standards while keeping data protected.

Yes, Rayven’s Machine Learning capabilities are built to scale alongside your business.

The platform's flexible architecture can handle data of any size and complexity, ensuring performance remains strong as data volumes increase. Rayven’s scalability makes it suitable for businesses at any stage, from small-scale operations to enterprises with large data demands, enabling them to grow without outgrowing their solution.

Rayven’s Machine Learning software can generate a wide range of insights, from predictive forecasts to anomaly detection, trend analysis + optimisation recommendations.

These insights help businesses identify opportunities, improve operational efficiency, and make data-driven decisions. Rayven’s real-time analytics further enhances these insights, allowing teams to act on information as it happens, for maximum impact.

Rayven offers a comprehensive, low-code platform that integrates Machine Learning with real-time data handling, automation, and custom app creation - all in one place.

Unlike many platforms that require separate tools for data integration, transformation, and deployment, Rayven combines these essential functions, making Machine Learning accessible and manageable for both technical and non-technical users. Rayven’s intuitive, drag-and-drop interface allows users to build, test + deploy machine learning models quickly, leveraging real-time data for immediate insights and decision-making.

Our platform’s flexibility allows you to create custom apps, embed Machine Learning models within workflows + deploy real-time analytics through tailored dashboards. Our all-in-one approach saves time, reduces complexity, and empowers your team to turn data into action seamlessly, making Rayven an ideal choice for businesses looking to scale their machine learning capabilities with ease.

Build or import your own
algorithms,
simply.

Train, test, compare, deploy
+ scale use,
rapidly.

Use with real-time data to deliver
instant predictive analytics.

Create self-optimising
workflows, faster
.

Join the organisations around the world already achieving more with Rayven:

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