Data Aggregation Software and Calculation Tools
Unleash the power of Rayven's calculation + aggregation tools.
Rayven’s cutting-edge data tools enable you to achieve unparalleled accuracy + efficiency with advanced calculation and aggregation capabilities. Deliver real-time insights, custom metrics + seamless data processing across all your systems.
Join the teams big + small already achieving more with Rayven:
Supercharge your data using advanced calculation + aggregation capabilities.
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.

Real-Time + Historical Data Handling.
Seamlessly process live and historical data streams to power real-time insights, predictive analytics + optimisation workflows.
Custom Metrics + Advanced Calculations.
Build tailored metrics and perform complex calculations, including advanced mathematical functions, logic operations + aggregations.
Seamless Integration Across Systems.
Aggregate and normalise data from any source while ensuring seamless compatibility + real-time updates across your entire tech stack.

Streamlined Workflow Automation.
Simplify complex workflows with inbuilt dynamic queries, metadata enrichment + logic tools that reduce manual effort and improve accuracy.
Rayven has free + low-cost options, making it affordable for every business.
Rayven unlocks the full potential of your data: generate actionable insights + automations to optimise decision-making.
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.

The benefits of Rayven's approach vs. others.
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Rayven | Competitors |
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Real-Time Data Processing
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Fully supported with low-latency workflows. | Limited to triggered actions or reporting; not designed for real-time processing. |
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Custom Workflows
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Drag-and-drop, fully customisable. | Pre-built with limited customisability; often reporting-focused with no workflows. |
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Advanced Calculations
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Built-in math, logic + aggregation nodes. | Basic arithmetic support; advanced calculations may require external tools. |
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Data Integration
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150+ connectors, real-time + batch data. | Limited to third-party SaaS apps; may require external integrations. |
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Historical Data Queries
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Integrated historical data capabilities. | Supported but with limited querying; not always built-in. |
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Metadata Integration
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Dynamically enrich data with metadata. | Limited to preset parameters; real-time enrichment often not supported. |
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Ease of Use
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Intuitive, low-code + Excel-like UI. | Varies; some are easy but limited, others are advanced with a steep learning curve. |
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Real-Time Dashboards
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Fully interactive and configurable. | Supported but may have slower updates or be limited to static data. |
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GenAI Integration
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Embedded in workflows and dashboards. | Not available or requires external tools. |
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Support for IoT + Devices
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Native support for devices and edge data. | Not supported or requires heavy customisation. |
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Custom Aggregations
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Aggregate by any dimension or label. | Basic aggregations only; custom aggregations may require manual work |
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Pricing for Developers
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Flexible, affordable + scalable tiers. | Varies; some are affordable but feature-limited, others have enterprise pricing. |
Generate complex, real-time insights from simple data
Create custom metrics tailored to your precise needs
Seamless integration across All systems
End-to-end data orchestration in one platform
Rayven Data Aggregation Software FAQs:
A real-time + batch toolkit for computing metrics, windowed aggregations, rollups, and derived fields - inline within your pipelines.
Sum, count, min/max, avg, median, percentiles, distinct, time-bucketed windows (tumbling/sliding/session), group-by, and custom functions.
Yes - downsample, upsample, align to fixed intervals, and compute OHLC, moving averages, EWMA, and rolling statistics.
Absolutely - stream-to-table, table-to-table, and windowed stream joins; reference/lookup tables and materialised views.
Use watermarking, event-time windows, retries, and idempotent processors; DLQs capture irrecoverable records.
Yes - define KPIs in a semantic layer with governed calculations, dimensions, and reusable metric definitions.
Yes - thresholds, anomalies, and KPI changes can trigger workflows, alerts, endpoints, or AI/agent actions in real time.
SaaS, private cloud, on-premise, or at the Edge - identical runtime and governance.