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Time Series Data Handling.

Automatic time series data handling made simple.

Unleash the power of time series data with Rayven’s seamless, scalable toolkit. Capture, analyse + act on continuous data streams effortlessly to drive operational intelligence and improve decision-making.

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Purpose-built for time series data analysis: streamline data handling to deliver instant insights.

The Rayven Platform is designed to simplify the complexities of time series data, enabling businesses to seamlessly capture, store + analyse vast volumes of data over time.

By effectively handling time-stamped data, Rayven empowers teams to track trends, monitor performance + predict future patterns. Get everything you need to leverage time series data for smarter, proactive decision-making.

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Connect Anything + Manage Data Infinitely.

Rayven can integrate with any technology, device, machinery, SaaS - anything - enabling you to integrate, store, analyse + act on data seamlessly and at any frequency or volume.

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Automated Insights, Alerts + Automations.

Easily build workflows with automated triggers + alerts based on time series data, so your team is notified of critical changes instantly or processes are automatically adjusted.

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Real-Time Data Visualizations + Monitoring.

Easily build dashboards + apps that turn complex data into clear visuals that allow instant analysis of time-based patterns. Monitor key trends and respond proactively.

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Use Predictive + Conversational Analytics.

Rayven has both predictive and conversational analytics capabilities, which enable users to utilise accurate forecasts, ask questions + update AI models in real-time.

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Just-Call

Rayven can connect to + analyse time series data from any system, machinery, device, 3rd-party data stream - anything, including:

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How Rayven ingests + stores unlimited amounts of time series data, simply.

The Rayven Platform is able to handle the complexities of time series due to its robust set of technical features designed for flexibility, reliability + scalability.

From flexible data ingestion methods to real-time processing, its these capabilities combined together in a seamless, single platform that enable Rayven to capture, process and take action based on time-stamped data with precision and ease.

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Rayven's technical capabilities that power time series data handling:

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Multiple Data Ingestion Methods.

Rayven offers flexible data ingestion, including ready connectors, custom integrations + data uploads, making it easy to capture data from any source.

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Flexible
Data Storage Options.

Rayven supports both structured and unstructured data storage, allowing you to choose the best fit for your data + analysis needs, ensuring scalability.

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High Availability
+ Fault
Tolerance.

Built for reliability, Rayven provides high availability + fault tolerance with data replication across nodes to prevent loss and maintain access.

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Supports Any  Format, Protocol + Interval.

Rayven accepts diverse data formats, protocols, and time intervals, ensuring compatibility across IoT, legacy systems, and modern applications.

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Real-Time Data Transformation + Processing.

Rayven enables instant data transformation; allowing filtering, aggregation + preparation of data in real-time for immediate analysis.

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Compression + Efficient Storage Management.

Rayven’s data compression reduces storage costs whilst maintaining performance, making it efficient to store + retrieve large volumes of time series data.

Rayven's time series data handling complementary features: unlock new efficiencies, deliver instant insights + improve performance.

Rayven combines flexibility, scalability + simplicity in handling time series data, providing an all-in-one platform tailored for real-time analysis, AI usage + complete custom application development.

ipad-Device-Mgmt-1b-600sThe Rayven’s platform is built to handle high volumes of time series data, enabling efficient and seamless ingestion from multiple sources.

Whether you’re collecting data from IoT devices, production line sensors, or software applications, Rayven ensures that each data point is captured and stored without delay, creating a real-time flow of information across your systems. This continuous data stream allows businesses to monitor critical metrics, track changes over time + respond instantly to real-world conditions.

Explore Rayven's Data ingestion capabilities.

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Our platform offers universal interoperability, enabling you to connect and integrate time series data from any source - whether from legacy systems, IoT devices, or cloud-based applications.

This flexibility eliminates data silos, allowing you to unify data from diverse environments into a single platform where it can be analysed and acted upon in real-time.

By supporting integration across any system, Rayven ensures your time series data flows seamlessly through the organisation, creating a unified source of truth. This not only improves accessibility and data consistency but also makes it easier for teams to collaborate and base decisions on a complete, real-time data set..

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

ipad-Device-Mgmt-3-600sRayven includes powerful data orchestration capabilities, allowing you to manage, transform + process time series (and any other) data in real-time.

This capability ensures that every data point is handled as soon as it’s received, enabling you to perform instant transformations, apply filters + aggregate data as needed to create meaningful insights.

With Rayven’s data orchestration, data flows seamlessly from ingestion to analysis, so teams always have access to the latest, most relevant information. This end-to-end orchestration not only supports rapid decision-making but also optimises data quality + accuracy.

Explore Rayven's real time data processing, data management, and/or data transformation capabilities.

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Rayven’s customisable data visualization, dashboard + end-to-end app creation capabilities make it easy to visualize, analyse + take action based on time series data in ways that are most relevant to your business.

With a range of charts, widgets + visualization options; users can track key metrics, monitor trends, and identify patterns that drive performance. By turning complex data into clear, actionable insights, Rayven empowers everyone within your business to understand time series (and all you other) data and use it to make informed, data-driven decisions quickly.

Explore Rayven's Data Visualization and/or UI Customisation capabilities.

Workflow-Builder-move-450Rayven enables you to build work workflows and automate actions that react to your time series data in the moment using drag-and-drop.

From imminent machine failures to a breakdown in your data flows, you can feed time series data through workflows with custom triggers built into them that causes an immediate response.

Explore Rayven's workflow builder and/or Alerts + Notifications capabilities.

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Rayven’s predictive analytics capabilities enable you to forecast trends and detect potential issues, and work perfectly alongside our conversational analytics tools which let users query your time series data by asking questions and delivering prompts.

Together, these tools enable proactive decision-making and simplify trend analysis, helping businesses leverage data to plan + predict outcomes with ease, accuracy, and at a pace that makes it actionable.

Explore Rayven's Predictive Analytics and/or GenAI capabilities.

Water-1-NetworkPerformanceRayven’s secure and scalable storage capabilities allow you to store time series data safely, regardless of how much it grows over time.

With robust encryption, access controls + industry-standard compliance, Rayven keeps your data protected while ensuring it’s readily available for real-time analysis and historical review.

The platform’s scalability means you can manage data from pilot projects through to enterprise-wide deployments without disruption or the need for reconfiguration.

Explore Rayven's Security capabilities.

PLF-Local-WeatherRayven’s platform is user-friendly, scalable, and cost-effective.

Designed for quick adoption, it allows non-technical users to interact with data and build solutions effortlessly. Its scalability and flexible pricing make it ideal for businesses looking to start small and grow, ensuring advanced data processing capabilities are accessible to all.

Explore Rayven's free + low-cost pricing options.

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

Ingest data seamlessly across all your systems

Secure, infinitely-scalable data storage

Predict trends + drive proactive decisions with AI

Easy-to-use, low-cost + fully customisable.

Rayven Time Series Data FAQs:

Native ingest, store, and query of timestamped data (metrics, telemetry, events) with millisecond resolution and governance.

APIs/webhooks, databases/CDC, IoT devices & gateways, industrial protocols (MQTT, OPC UA, Modbus), files/logs, and SaaS apps.

Yes. Continuous streams and scheduled/bulk loads, with buffering, retries, backpressure, and schema evolution.

Hybrid engine: relational SQL tables for entities/joins + Cassandra for high-ingest time-series/unstructured workloads.

Windowed aggregations, rollups/downsampling, joins, anomaly detection, forecasts, and real-time alerts.

Absolutely. Thresholds, patterns, or anomalies can fire automations, call APIs, update dashboards, or invoke AI/agents.

Validation on write, type coercion, unit/locale normalisation, metadata, lineage, and versioned transforms.

Yes. Time-partitioning, retention/TTL, compaction, and indexed tags/keys for low-latency reads.

SSO/OAuth, RBAC, row/field-level controls, encryption in transit/at rest, audit logs, and policies.

SaaS, private cloud, on-premise, or at the Edge - identical functionality and governance.