Structured, streaming + smart: one table to rule them all.
Our platform gives you everything you need to ingest, organise and act on real-time data - fast. Bulk streams, uploads, schema edits, logic rules - it’s all built-in, no code needed.
Automate updates, apply logic, filter dynamically, and create advanced views in seconds. With our hybrid SQL-Cassandra architecture under the hood, you can handle structured and streaming data in one place - accurately, scalably, and at speed.


Seamless Data Ingestion in All Formats.
Quickly ingest + transform data via APIs, connectors, CSV uploads + more; integrating it directly into tables. Get SQL + Cassandra in 1 table.

Dynamic Table Editing + Bulk Updates.
Easily edit schemas, update records + apply bulk changes in real-time. Keep your data organised without the need for complex SQL.

Automated Workflows + Real-Time Updates.
Automate table updates and logic using Rayven’s workflow engine. Trigger real-time changes, perform calculations + ensure your data stays accurate.

Advanced Labelling + Filtering.
Organise data dynamically with flexible labelling and filtering. Create tailored views, run calculations + feed insights into dashboards.
Rayven has free + low-cost options, making it affordable for every business.
SQL + Cassandra: one table, no compromises.
Forget clunky workarounds. We’ve engineered a hybrid 3D data architecture that lets you run SQL and Cassandra in the same table - seamlessly. Structured logic meets real-time scale, without the glue code or performance trade-offs.
Why it matters:
- Stream + schema, unified: Handle time-series, events, and structured data in a single table. No ETL, no silos, no lag.
- Query both past + present: Run SQL queries across real-time and historical data—without duplicating, syncing, or waiting.
- Zero bottlenecks at scale: Cassandra’s proven horizontal scalability means high-throughput, always-on performance, no matter how messy or fast.
- Smarter data science: With real-time and historical data co-located, your ML models train faster, adapt better, and predict more accurately.
This isn’t a patched-up architecture. It’s native, flexible, and built to support everything from dashboards to decisioning engines - on the same layer.

The full power of Rayven’s Structured Data + Table Editing capabilities: power real-time, scalable + intelligent apps.
Rayven’s Structured Data Table Workbench simplifies the way you manage your data. Create, edit + organise entity tables effortlessly, so that you can define attributes, relationships + schema changes in just a few clicks.
Bulk editing and real-time updates ensure that managing even the most complex datasets becomes a streamlined process. This user-friendly approach eliminates the need for excessive coding, empowering your team to focus on insights and outcomes rather than data organisation.
Ingesting large volumes of data has never been easier. With Rayven, you can bulk upload structured data from any source using APIs, pre-built connectors, or simple CSV, PDF and other files.
This capability removes manual data entry bottlenecks, reduces errors + accelerates workflows; ensuring your information is always up-to-date and ready for use. With automated mapping and real-time integration, Rayven transforms raw datasets into actionable insights instantly.
Discover Rayven's Ready-to-go Connectors, Custom Integration and/or File Upload capabilities.
Rayven’s workflow engine enables real-time table updates driven by triggers and logic.
Whether pulling in external data, applying transformations or running calculations, Rayven ensures your tables stay accurate and reflective of the latest inputs. Automating these processes removes the risk of manual errors, saves time + ensures your data is always actionable, empowering smarter decision-making across teams.
Rayven’s labelling and filtering tools give you the flexibility to organise and analyse your data the way you need. Assign dynamic labels to group data, create tailored views, or filter records based on specific parameters.
These capabilities make it simple to slice and dice data for advanced analysis, unlocking deeper insights and enabling faster, more targeted decision-making without the need for complex queries.
While Rayven’s interface is low-code and intuitive, it also offers full SQL access for users who require deeper customisation.
Write advanced queries, manipulate data directly + connect seamlessly with other systems via APIs. This developer-friendly approach ensures you retain complete control while benefiting from Rayven’s streamlined interface, making it perfect for both technical and non-technical users alike.
Rayven connects your structured data tables with workflows, automation + dashboards for a complete end-to-end solution.
Automatically feed table data into visualizations, reporting tools, or external systems in real-time. By linking your data to actionable outcomes, Rayven ensures you’re always leveraging the full potential of your structured data to drive business results.
Explore Rayven's Workflow + Triggers capabilities.
Rayven’s platform grows with you. Whether you’re managing a single dataset or a vast collection of complex tables, Rayven’s scalability ensures consistent performance and reliability.
Handle increasing volumes of structured data without disruptions, while maintaining the flexibility to add new attributes, relationships, or data sources as your needs evolve.
Rayven’s robust infrastructure ensures you’ll never outgrow our platform's capabilities.

The benefits of Rayven's approach vs. others.
|
Rayven | Traditional Platforms | Competitors |
SQL + Cassandra in 1 table
|
Yes, native + real-time. | No. | No. |
Bulk Data Uploads
|
API, CSV + connector-driven. | CSV or manual entry only. | Limited API support. |
Dynamic Table Updates
|
Triggered by workflow logic in real-time. | Manual updates required. | Basic rule-based updates. |
Workflow Integration
|
Fully integrated ETL with auto-updates. | Requires external ETL tools. | Limited ETL functionality. |
Hybrid Data Management
|
Structured + unstructured data in one platform. | Structured only. | Limited support for unstructured data. |
Real-Time Processing
|
Continuous updates across all workflows. | Batch processing. | Limited real-time capabilities. |
Advanced Visualization
|
50+ customisable widgets for dashboards. | Predefined templates. | Basic widgets only. |
Developer Access
|
SQL queries, API extensibility + low-code tools. | Limited access. | Minimal customisation options. |
Rayven Structured Data + Table Editing FAQs:
Structured data refers to information organised into defined fields and tables, such as SQL databases.
It’s essential because it allows businesses to efficiently store, retrieve + analyse data for decision-making. With structured data, you can easily apply logic, run queries, and integrate with other systems.
Rayven’s platform makes managing structured data simple; offering intuitive tools for ingestion, editing + organisation, enabling teams to unlock its full potential without requiring advanced technical expertise.
Rayven supports seamless bulk data uploads through APIs, ready-to-use connectors + CSV imports. It automates data mapping during ingestion, eliminating the need for manual setup.
Whether you’re uploading product inventories, IoT device data, or customer records, Rayven ensures accuracy and consistency. This streamlined process reduces errors and enables teams to quickly incorporate new datasets into their workflows, saving time and ensuring their data is always actionable.
Yes, Rayven enables real-time updates through its workflow engine. You can define triggers and logic that automatically update your structured data tables as new information becomes available. This ensures your data is always accurate and up to date without requiring manual intervention.
Real-time updates make it easier to react to changes quickly, enabling faster decision-making and greater operational efficiency.
Rayven offers advanced labelling and filtering tools that allow you to dynamically group and analyse your data:
- Labels can be applied to rows, columns, or entire datasets, making it easy to create customised views for specific use cases.
- Filters let you refine your datasets based on defined criteria, enabling quick analysis and precise reporting.
These features streamline data organisation and enhance the usability of your structured data for both technical and business users.
Absolutely. While Rayven’s platform is designed to be intuitive for all users, it also offers full SQL access for advanced customisations.
Developers can write complex queries, create custom views + manipulate data directly within the platform. This makes Rayven flexible enough to cater to both low-code users and experienced SQL developers, ensuring it fits seamlessly into any workflow.
Rayven connects structured data tables directly to workflows and dashboards. Data can be fed into automated processes, enabling real-time logic, transformations + updates.
Additionally, Rayven’s platform allows you to visualize data in customisable dashboards or export it to third-party systems. This end-to-end integration ensures your structured data is not only well-managed but also actionable, driving insights and operational improvements across your organisation.
Yes, Rayven is designed to scale with your needs. Whether managing small datasets or handling millions of records, the platform ensures consistent performance and reliability. You can add new tables, attributes, and data sources without disruptions, making it ideal for growing businesses or complex data environments.
Rayven’s robust infrastructure guarantees scalability without sacrificing speed or flexibility.
It removes the need to bolt systems together to handle different data types. You get the flexibility and scalability of Cassandra with the familiarity and speed of SQL - meaning you can query real-time and historical data together, instantly, using tools you already know.
You get faster insights, simplified infrastructure, and smarter automation.
Whether you’re powering live dashboards, training ML models, or running complex decisioning workflows, having everything in one data layer reduces cost, complexity, and time-to-value.
Rayven fuses simplicity with serious power. Our Entity Table Workbench lets you stream, upload and shape structured data in real-time - no heavy lifting, no lag.
- Use APIs, connectors or bulk uploads to ingest data fast
- Automate updates and logic via built-in workflows
- Filter, label + edit on the fly with dynamic views
- Query anything - live or historical - with full SQL access
What sets us apart? You get a single platform that turns structured data into live decisions. Visualise it, automate it, sync it across your systems - without ever leaving the table.