Rayven’s predictive analytics are powered by its robust, inbuilt backend Machine Learning engine.
It enables you to create models using drag-and-drop or upload any Python-based algorithm, train different models on your unique data and compare their performance + then easily deploy them into workflows to create visualizations, alerts + automations; ensuring predictions are tailored to your specific use case.
Rayven can handle complex data sets, update models dynamically and in real-time to produce highly accurate forecasts.
Explore Rayven's Machine Learning software capabilities further.
Rayven’s predictive analytics capabilities are natively built into the platform, allowing you to integrate future-focused insights into your dashboards and workflows instantly.
There’s no need for third-party tools or extensive development - visualisations of forecasts, risks + trends can be added with just a few clicks. This seamless integration saves time, reduces complexity, and ensures every user has access to the predictive insights they need.
Whether for operations, management, or customer-facing teams; Rayven enables fast, informed decision-making right from the interface.
Explore Rayven's UI Customisation capabilities.
With Rayven, you can set up real-time alerts and notifications based on predictive analytics to identify risks or opportunities before they arise.
Whether it’s detecting anomalies, forecasting maintenance needs, or predicting demand spikes, alerts keep you one step ahead. Fully-customisable, these notifications can be tied to workflows, ensuring immediate action is taken.
By automating responses to predictions, Rayven reduces downtime, avoids errors, and maximises efficiency.
Explore Rayven's Custom Notification + Alerts capabilities.
Rayven takes predictive analytics further by embedding outputs into automated workflows.
Forecasts aren’t just for display - they trigger actions. Whether it’s adjusting machinery, reallocating resources, or launching processes; predictions can be tied directly to actions that happen in real time.
This capability eliminates manual intervention, speeds up operations + ensures that your business adapts dynamically to future needs.
Explore Rayven's Workflow Automation capabilities.
Rayven’s 50+ ready-to-deploy data visualizations are designed to deliver predictive insights in the clearest and most actionable way.
With a library of interactive visualizations, you can visualise future trends, outcomes + risks in formats tailored to your needs. Whether it’s time-series projections, resource demand forecasts, or operational risks, dashboards bring predictions to life.
Combined with the ability to filter and customise views for different user groups, Rayven ensures every decision is backed by clear, actionable data.
Explore Rayven's Data Visualization capabilities.
Rayven’s predictive analytics doesn’t stop at insights - it connects directly to your systems and machinery for real-time execution.
Using bidirectional integrations, you can send commands to equipment, update systems, or modify processes automatically based on predictions. This ensures that your operations adapt dynamically and efficiently, turning forecasts into immediate results.
With Rayven’s full control and automation capabilities, predictive analytics becomes a key driver of operational optimisation.
Explore Rayven's Control + Automation capabilities.
Rayven’s predictive analytics tools are built to simplify implementation.
Choose between using no- or low-code tools; you can add forecasts, alerts + automations to dashboards or workflows in minutes. This ease of use reduces development time and costs, allowing you to iterate quickly and keep up with changing requirements.
For businesses looking to integrate predictive capabilities without heavy technical lift, Rayven offers a fast and cost-effective solution.
