STARBURST INTEGRATION · BUILT FOR EVERYTHING ELSE

Starburst integration that reaches the systems other tools can't.

Connect Starburst Galaxy to your OT, IoT, apps + operational systems in real-time. Add live operational sources to your Trino federation, and make federated data and AI actionable back in the operation.

Get my Starburst integration plan → Talk to us

★★★★★5/5 · 140+ reviews Australian-built 99.9% platform uptime

Live demo · Claude querying Starburst + ops via Rayven MCP

What's the status of the OT, IoT + edge → Query-able store flow today?

All flowing. Operational data becomes query-able is live. No blockers flagged.

OT, IoT + edgeQuery-able store

Trusted by 240+ teams across Australia + globally

THE REALITY

Starburst is brilliant at what it does. Useless at everything else your data + AI needs to touch.

Starburst federates every store you already have, but the live operational data - OT, machine and edge signals - is not in any of them, so the federation is missing the one dataset that describes what is happening now.

The integration tool you've already tried probably can't fix it.

What Zapier + iPaaS reach

App-to-app. Useful, until it isn't.

Connectors for Starburst, Slack + a thousand other cloud apps. Cheap + fast for the easy half of integration. Where they hit a wall:

OT + IoT sources that Trino can't federate until they land in a query-able store or catalog
ERP, MES and operational apps that should join the federation with their business context
Edge and remote sites whose telemetry must reach a store Starburst can query
Operational systems and agents that should act on federated query results, not just analyst SQL

What Rayven reaches

OT, IoT, apps, streaming + AI. One platform.

The integration platform built for what other tools can't (or won't) reach - plus an AI data fabric, MCP server + app builder layered on top.

Starburst + every OT, IoT and streaming data source
OT/IoT, databases, streaming, files, ERP + custom-built connectors.
Files, legacy SQL, FTP + custom-built connectors
Real-time bidirectional sync, tier-aware + rate-limit-safe
AI Data Fabric, MCP, automation + custom apps included

WHAT YOU CAN BUILD

Starburst + Rayven: AI, automation + tools that reach every system you run.

5 examples of what Rayven customers run on Starburst + integrated systems. Built in weeks, not months.

OT, IoT + edge → Query-able store

Operational data becomes query-able

Rayven lands SCADA, historian and sensor data in Apache Iceberg tables on object storage that Starburst federates, via OPC-UA, MQTT and CDC. Machine data becomes query-able through Trino in real-time, no copy required.

Top 5 accounts trending toward churn?

5 flagged. Usage drop + support backlog + late renewal. Owners notified.

StarburstOT, IoT + edgeQuery-able store

ERP + operational apps → Starburst catalog

Business context joins the federation

Orders, assets and master data from ERP and apps register as Starburst catalogs, so Trino queries join machine data to its business context across the whole estate.

Which won deals are stuck pre-invoice?

3 stuck. 2 drafts in accounting, 1 awaiting PO. Auto-finalise?

StarburstERP + operational appsXero

Starburst → Operations + AI agents

Federated query results act live

Trino query results and predictions push back to alerts, work orders and AI agents via Rayven MCP, so a federated answer drives a live decision in the operation.

Status check - is everything in sync?

All current. Last sync 38 seconds ago, no backlog.

StarburstOperations + AI agents

Starburst → Downstream BI + warehouse

Consistent federated views downstream

Governed federated views serve BI and the data warehouse consistently, so every consumer reads the same live operational picture across sources.

Schedule fulfilment for this week's closed deals.

7 work orders created. 4 picked, 2 awaiting stock, 1 escalated.

StarburstDownstream BIWMS

Live operational feeds → Trino federation

Real-time feeds join as catalogs

Rayven registers real-time operational feeds as Starburst catalogs, so Trino federates live machine data alongside existing lakes and databases in one query.

Snapshot of activity in the last 24 hrs?

47 events processed. 0 errors, 2 retries, all current.

StarburstLive operational feedsTrino federation

BEYOND INTEGRATION

Integration is the start with Rayven.
Here's what comes with it.

Rayven isn't just a Starburst connector. It's the operational software platform underneath - so once Starburst is connected, four more capabilities come online by default.

AI-ready data layer (AI Data Fabric)

Starburst data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.
Learn more →

Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to Starburst and every other connected system. Your AI stops guessing - cites real Starburst records + numbers.
Learn more →

Automation + AI agents

Workflows + AI agents act on Starburst data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.
Learn more →

Custom apps + portals

Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated Starburst data. No separate BI tool, no separate dev stack.
Learn more →

All on top of your existing stack. No rip + replace. Starburst stays Starburst. Rayven works on what you've already built. Specifically tuned for registering real-time operational sources as Starburst catalogs for Trino federated query.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

AI Agents

Predictive AI + ML

Conversational AI

Real-time Training

AI-led Execution

Multimodal AI

Anomaly Detection

Forecasting

Vision + Edge

Gen AI Summaries

STARBURST INTEGRATION · WHICH PATH

Pick the right tool for your stack.

Starburst integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

Starburst to other cloud apps

Yes

Best in class

Yes

DIY effort

Starburst to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

Real-time, tier-aware + rate-limit-safe

Yes

Throttled / paid

Yes

Hard to get right

Real-time operational sources in Trino federation

Built in

No federation

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

The integration is the easy bit.
The platform + team behind it is the difference.

99.9% platform uptime

Platform + team. One commercial.

Not five vendors stitched together. Rayven is the platform AND the Australia-based expert team that scopes, builds + supports it. One commercial. No licence stacking, no finger-pointing.

TRINO FEDERATION NATIVE

Built for Starburst's Trino federated model.

Rayven lands real-time OT, IoT and app data in query-able Iceberg tables and registers live operational feeds as Starburst catalogs via REST and JDBC. Federated query over live sources lets Trino join machine data to the estate, and results sync back to operations and AI agents.

5/5 · 140+ REVIEWS

We stay after go-live.

No handoff. No disappearing. Rayven is a long-term partner when your Starburst evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.

DEPLOY HOW YOU WANT

Hosted your way, where you need.

Deploy as cloud, private cloud + on-premise - in Australia, the US, the UK, or anywhere else your Starburst data needs to live. Your residency, your rules, your local compliance environment.

FAQS

The questions Starburst admins, RevOps + IT ask first.

If you're evaluating Rayven for Starburst integration, these are the things worth knowing before booking a call.

The 30-minute call covers

Your Starburst + connected stack today
What's reachable + which systems to bring in first
Live walkthrough of Rayven against your scenario
Time, scope + delivery estimate
Honest read on whether Rayven's the right fit

What is Starburst Galaxy integration?

Starburst Galaxy integration connects Starburst to the real-time operational sources it can't otherwise federate - OT, IoT, ERP and edge data - so live data becomes query-able through Trino and results act back in operations. Rayven delivers this as an AI data fabric, not a single-purpose connector, and is not a data lake itself.

Does Rayven replace Starburst Galaxy?

No. Rayven does not replace Starburst and is not a data lake. Rayven is the real-time AI data fabric that sits alongside Starburst - landing and registering live operational sources for Trino to federate, and activating query results in operations. Starburst stays your query layer; Rayven feeds and activates it.

How does Rayven make OT data query-able in Starburst?

Rayven lands OT and IoT data as Apache Iceberg tables on object storage, fed via OPC-UA, MQTT and CDC through the integration layer, and registers real-time feeds as Starburst catalogs. It also connects databases, ERP and files, so Trino federates live operational data.

Can Starburst join live operational data to my existing sources?

Yes. Rayven registers real-time operational feeds as catalogs so Trino joins machine data to your existing lakes, warehouses and databases in one SQL statement, without moving or copying. See the Rayven Platform for the integration and data layers.

How long does Starburst Galaxy integration take with Rayven?

Most Starburst integrations go live in 2-12 weeks. A single OT-to-catalog stream runs in 2-3 weeks; a full fabric that lands operational data and activates federated results in operations runs 6-12 weeks. Choose DIY, done-for-you or hybrid delivery.

What are the technical specifics of Starburst Galaxy integration with Rayven?

Rayven connects to Starburst Galaxy through its JDBC and REST APIs, authenticating with OAuth and role-based access. Real-time operational data - OT, IoT, historian and app events - is ingested via OPC-UA, MQTT and CDC, then landed as Apache Iceberg tables on object storage and registered as Starburst catalogs so Trino federates it the moment it lands, without moving or copying data. Catalog, schema and table access controls are respected, and fine-grained governance is preserved end-to-end. Source pushdown is used where available so federated queries stay performant, and ingest volume is managed through batching and back-pressure. ERP, databases and files register as catalogs through the same fabric, so Trino joins live machine data to the existing estate in one query. Query results and predictions push back into operations and AI agents via Rayven MCP. Validated against Starburst Galaxy and Starburst Enterprise. Rayven complements Starburst; it is not a data lake and does not replace it.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

Starburst integration that reaches the systems other tools can't.

Starburst is brilliant at what it does. Useless at everything else your data + AI needs to touch.

App-to-app. Useful, until it isn't.

OT, IoT, apps, streaming + AI. One platform.

Starburst + Rayven: AI, automation + tools that reach every system you run.

Operational data becomes query-able

Business context joins the federation

Federated query results act live

Consistent federated views downstream

Real-time feeds join as catalogs

Integration is the start with Rayven.
Here's what comes with it.

AI-ready data layer (AI Data Fabric)

Live AI access (Rayven MCP)

Automation + AI agents

Custom apps + portals

Rayven is a five-layer platform ALL your integrations + much more
can run on.

Pick the right tool for your stack.

The integration is the easy bit.
The platform + team behind it is the difference.

Platform + team. One commercial.

Built for Starburst's Trino federated model.

We stay after go-live.

Hosted your way, where you need.

The questions Starburst admins, RevOps + IT ask first.

The 30-minute call covers

What is Starburst Galaxy integration?

Does Rayven replace Starburst Galaxy?

How does Rayven make OT data query-able in Starburst?

Can Starburst join live operational data to my existing sources?

How long does Starburst Galaxy integration take with Rayven?

What are the technical specifics of Starburst Galaxy integration with Rayven?

Starburst + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

Starburst integration that reaches the systems other tools can't.

Starburst is brilliant at what it does. Useless at everything else your data + AI needs to touch.

App-to-app. Useful, until it isn't.

OT, IoT, apps, streaming + AI. One platform.

Starburst + Rayven: AI, automation + tools that reach every system you run.

Operational data becomes query-able

Business context joins the federation

Federated query results act live

Consistent federated views downstream

Real-time feeds join as catalogs

Integration is the start with Rayven.Here's what comes with it.

AI-ready data layer (AI Data Fabric)

Live AI access (Rayven MCP)

Automation + AI agents

Custom apps + portals

Rayven is a five-layer platform ALL your integrations + much morecan run on.

Pick the right tool for your stack.

The integration is the easy bit.The platform + team behind it is the difference.

Platform + team. One commercial.

Built for Starburst's Trino federated model.

We stay after go-live.

Hosted your way, where you need.

The questions Starburst admins, RevOps + IT ask first.

The 30-minute call covers

What is Starburst Galaxy integration?

Does Rayven replace Starburst Galaxy?

How does Rayven make OT data query-able in Starburst?

Can Starburst join live operational data to my existing sources?

How long does Starburst Galaxy integration take with Rayven?

What are the technical specifics of Starburst Galaxy integration with Rayven?

Starburst + AI integration.In weeks, not months.

Integration is the start with Rayven.
Here's what comes with it.

Rayven is a five-layer platform ALL your integrations + much more
can run on.

The integration is the easy bit.
The platform + team behind it is the difference.

Starburst + AI integration.
In weeks, not months.