Powerful Calculation and Aggregation Tools for Real-Time Data Insights

The Rayven Platform’s calculation and aggregation capabilities empower you to extract maximum value from your data in real-time.

By handling both historical and live data streams effortlessly, you can create custom metrics, automate processes + uncover actionable insights faster. Whether you're monitoring performance, predicting outcomes, or optimising operations; our toolkit provides you with unmatched precision and flexibility.

Featuring inbuilt support for advanced mathematical operations, metadata enrichment + dynamic queries; Rayven enables you to streamline streamline complex workflows, apply logic and integrate data seamlessly across systems.

Rayven enables you to aggregate real-time data streams from any source, giving you instant visibility into key metrics and trends.

Whether monitoring system performance or tracking operational efficiency, the platform’s low-latency processing ensures that you always have up-to-date information at your fingertips. By combining real-time aggregation with powerful logic tools, Rayven empowers you to identify issues, respond quickly, and drive smarter decision-making.

Explore Rayven's Data Visualization capabilities.

With Rayven, creating custom metrics is simple.

The platform’s advanced calculation nodes allow you to define the metrics that matter most to your business, whether that’s energy efficiency, production uptime, or customer satisfaction scores.

Tailored metrics help you move beyond standard KPIs and build a deeper understanding of your operations, enabling you to optimise performance and achieve your specific goals.

Gain deeper insights with Rayven’s ability to seamlessly query and analyse historical data.

Whether you’re examining trends, validating compliance, or building predictive models, the platform handles large datasets with speed and accuracy. Combined with its real-time capabilities, Rayven allows you to compare past and present performance to uncover new opportunities and identify areas for improvement.

Our platform's inbuilt calculation nodes support a wide range of advanced mathematical and logical operations, from basic arithmetic to trigonometric functions and conditional logic.

Rayven enables you to perform complex analyses directly within the platform, eliminating the need for external tools or manual workarounds. By simplifying advanced calculations, Rayven helps you save time and reduce errors.

Say goodbye to data silos with Rayven’s universal interoperability.

The platform connects to all your data sources - whether OT, IT, or third-party systems - and normalises the information for seamless aggregation and analysis.

With every data stream working in unison, you can create a single source of truth that fuels every calculation, aggregation, and insight.

Explore Rayven's Ready-to-Go Connectors, Custom Integration, File Upload and/or Time Series Data Handling capabilities.

Rayven doesn’t just calculate - it acts.

With built-in support for workflow automation, you can trigger actions based on real-time or aggregated data. For example, set alerts when performance drops below a threshold or automate reporting tasks.

By reducing manual intervention, Rayven helps you save time, improve accuracy + focus on what matters most.

Explore Rayven's Workflow Automation capabilities.

Enhance your data with dynamic metadata integration, such as device geolocation, time zones + custom labels.

This added context allows you to perform deeper analysis and build more meaningful metrics. Whether you’re tracking assets, calculating regional performance, or tailoring insights to specific locations, metadata enrichment ensures your calculations are as accurate and relevant as possible.

Rayven provides everything you need to manage, transform + utilise your data in one platform.

From powerful ETL capabilities to advanced data transformation tools, Rayven simplifies complex data processes, ensuring your information is clean, accurate + ready for analysis. Seamlessly integrate data from diverse sources, perform transformations to suit your specific needs + leverage Rayven’s advanced logic to enrich and structure your datasets.

With Rayven, you can eliminate the need for additional tools, streamline data workflows, and create a unified, reliable data pipeline that drives better outcomes. Whether it's aggregating IoT sensor data, transforming customer feedback, or unifying disparate systems; Rayven ensures you have full control over your data journey, from ingestion to actionable insight.

Explore Rayven's Real-Time Data Processing, Data Management, and/or Data Transformation capabilities.

	Rayven	Competitors
Real-Time Data Processing	Fully supported with low-latency workflows.	Limited to triggered actions or reporting; not designed for real-time processing.
Custom Workflows	Drag-and-drop, fully customisable.	Pre-built with limited customisability; often reporting-focused with no workflows.
Advanced Calculations	Built-in math, logic + aggregation nodes.	Basic arithmetic support; advanced calculations may require external tools.
Data Integration	150+ connectors, real-time + batch data.	Limited to third-party SaaS apps; may require external integrations.
Historical Data Queries	Integrated historical data capabilities.	Supported but with limited querying; not always built-in.
Metadata Integration	Dynamically enrich data with metadata.	Limited to preset parameters; real-time enrichment often not supported.
Ease of Use	Intuitive, low-code + Excel-like UI.	Varies; some are easy but limited, others are advanced with a steep learning curve.
Real-Time Dashboards	Fully interactive and configurable.	Supported but may have slower updates or be limited to static data.
GenAI Integration	Embedded in workflows and dashboards.	Not available or requires external tools.
Support for IoT + Devices	Native support for devices and edge data.	Not supported or requires heavy customisation.
Custom Aggregations	Aggregate by any dimension or label.	Basic aggregations only; custom aggregations may require manual work
Pricing for Developers	Flexible, affordable + scalable tiers.	Varies; some are affordable but feature-limited, others have enterprise pricing.

Data aggregation is the process of gathering and organising data from multiple sources to provide a unified view.

It’s essential for creating accurate insights and enabling better decision-making. Without aggregation, data remains siloed, leading to inefficiencies and incomplete analysis.

With Rayven, aggregation is effortless - whether you’re combining IoT sensor data, historical datasets, or real-time streams. This allows you to see the bigger picture, optimise processes + uncover patterns that drive performance improvements.

Yes. Rayven is designed to process both real-time and historical data seamlessly.

Real-time processing ensures immediate visibility into operations, while historical data allows you to analyse trends, build predictive models, and compare past performance. By unifying both data types, Rayven provides a comprehensive view of your operations, enabling you to react quickly and plan effectively.

Rayven’s advanced calculation nodes eliminate the complexity of manual formulas.

Built-in mathematical and logical operations allow you to perform everything from basic arithmetic to complex trigonometric functions directly within the platform. The intuitive, low-code interface makes it easy to set-up, while automation reduces errors and saves time. You can focus on insights, not calculations.

Absolutely. Rayven is designed for universal interoperability, connecting with your existing OT, IT, and third-party systems.

Its ETL and integration capabilities ensure that all your data sources - no matter their format - work together seamlessly. This eliminates silos, creates a single source of truth, and ensures your data flows smoothly across your organisation.

Yes. Rayven is built to handle even the most complex workflows with ease. Its drag-and-drop interface allows you to design workflows tailored to your needs, including automation triggers, logic conditions, and real-time actions.

Whether you're monitoring equipment, automating compliance reporting, or optimising systems; Rayven adapts to your requirements, improving productivity and accuracy.

Rayven ensures data accuracy through its powerful transformation and ETL tools.

By cleaning, structuring + normalising data from various sources; Rayven eliminates errors and inconsistencies. The platform also enables metadata enrichment, adding valuable context to your data for more accurate analysis.

Reliable data means better insights, fewer mistakes + more informed decisions.

Rayven’s flexibility makes it ideal for a wide range of industries, including manufacturing, energy, logistics + retail.

Whether tracking machine efficiency, forecasting energy usage, or analysing customer trends, Rayven provides the tools to aggregate, process, and analyse data for any use case. Its scalability ensures it grows with your needs, making it perfect for businesses of all sizes.

Rayven stands out because it’s more than just a tool for calculation and aggregation - it’s a complete data toolkit.

Our platform combines real-time and historical data handling, advanced calculations, seamless integrations + workflow automation into a single platform.

However, what truly sets it apart is its simplicity: a low-code, user-friendly interface that lets you focus on solving problems instead of wrestling with software. Rayven ensures your data is accurate, actionable, and accessible, helping you automate processes, reduce manual effort + make better decisions faster. Its universal interoperability and metadata enrichment give you the flexibility to adapt to any use case, while its scalability ensures it grows alongside your business.

With Rayven, you’re not just managing data - you’re unlocking its full potential.