Data integration.

Connect + Ingest: integrate data from anywhere.

Bring data in from every source - apps, databases, files, devices, or APIs - using prebuilt connectors or protocol-level integrations. Rayven unifies everything into one real-time integration layer that scales with you. Explore Rayven as a Data Pipeline Platform.

   Connect to SaaS, APIs, files, databases, IoT + more

   Support HTTP, MQTT, OPC-UA, Modbus, FTP, SFTP + webhooks

   Handle streaming, batch, or scheduled ingestion seamlessly

Upload + Interpret Files: ingest data directly.

Drag-and-drop CSVs, PDFs, Excel files, or email attachments and turn them into structured, usable data automatically. Rayven validates, maps, and merges file data into your workflows without manual prep.

   Auto-detect schema + validate columns instantly

   Extract structured + semi-structured data for integration

   Merge uploaded data into live pipelines or databases

Transform + Model: make data usable, everywhere.

Standardise, clean, and enrich data as it moves or at rest. Use no/low-code tools or scripts to model entities, apply business rules, and create canonical data structures that keep systems aligned.

   Visual + code-based transformation tools

   Apply mapping, enrichment + validation in real-time

   Versioned models + semantic layers for reuse

Orchestrate + Automate: move beyond simple syncs.

Build dynamic workflows that react to data changes and automate system actions. Trigger updates, alerts, and downstream processes instantly as events occur.

   Conditional logic, rules, and data-driven triggers

   Real-time workflow orchestration across systems

   No-code builder with full-code control where needed

Govern + Secure: trust every integration.

Protect data end-to-end. Rayven embeds governance into every connection, tracking lineage, enforcing access, and logging every event automatically.

   Role-based access + full encryption

   Metadata, lineage, and audit trails

   Policy-based retention + compliance management

Monitor + Optimise: full visibility + control.

See how data moves, performs, and transforms - all in one view. Rayven’s monitoring dashboards surface errors and performance bottlenecks instantly.

   Real-time latency + throughput metrics

   Alerts for schema, validation, or API changes

   AI-driven performance and reliability insights

Store + Query: built for performance.

Keep integrated data accessible in real-time using Rayven’s hybrid database engine. Combine structured, unstructured, and time-series data with no extra tooling. Explore Rayven as an Integrated Data Repository.

   SQL + Cassandra hybrid storage.

   Dynamic schema evolution + zero-downtime scaling

   Query anything, anywhere, instantly

Serve + Sync: feed anything, instantly.

Publish, push, or stream data wherever it’s needed - apps, analytics, warehouses, or AI. Rayven ensures every consumer always sees the latest, governed data.

   REST APIs, webhooks + CDC event streams

   Real-time feeds for dashboards, analytics + AI

   Push + pull patterns for any system or destination

AI + Automation Ready: integration that drives intelligence.

Power AI and automation with live, contextual data. Train, retrain, and optimise models continuously without rebuilding pipelines. Explore Rayven as an AI platform.

   Stream real-time updates directly into LLMs or ML models

   Build AI agents that query or act on repository data

   Use Rayven’s low-code workflows to automate processes end-to-end