DATA WAREHOUSE INTEGRATION · AI-READY

Data warehouse integration that connects every operational system + makes your warehouse AI-ready.

Connect any data warehouse to every operational system, app + AI agent your business runs - make your warehouse the operational core for live data, AI agents + apps.

240+

deployments live

600+

fast-track connectors

3 wks

average deploy

2-12

weeks to live

Get my DW integration plan → Talk to us

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

YOUR WAREHOUSE

+ 9 more warehouses · scroll down to find yours ↓

AI-READY

Live demo · Claude querying Snowflake via Rayven MCP

What’s the current churn risk across enterprise accounts - pull from the warehouse + live CRM?

14 enterprise accounts at elevated churn risk. Warehouse model flags 6 as high-risk (scores >0.8) based on 90-day usage drop. Live CRM shows 4 have open support tickets + no recent AE contact. Recommend immediate outreach on: Acme Corp, TechBase, InfraGrid.

Snowflake CRM Support

Trusted by 240+ teams across Australia + globally

THE REALITY

Every data warehouse hits the same wall: operational + AI use in real-time.

Data warehouses were designed for analytical workloads - not to feed AI agents, drive live operational decisions, or expose real-time query results to customer-facing apps. The gap widens every time a new system, agent or entity joins the stack.

Warehouses hold the analytical truth, ops can’t reach it live.

Snowflake, BigQuery, Redshift + Synapse run brilliant analytical workloads, but CRM, ERP + customer-facing apps still read stale exports. Reverse ETL ships once an hour. Dashboards trail reality by a day.

AI agents need warehouse data live, not from BI cubes.

Claude + your agents reasoning over Snowflake or BigQuery need live, governed access through MCP. Nightly extracts to a separate cache strip lineage, row-level security + masking - and put AI on yesterday’s snapshot.

Ops dashboards can’t combine warehouse history with real-time streams.

Combining warehouse historical with live IoT, transactional + event streams needs a fabric that sits between the warehouse + the operational stack. Not another point-to-point connector built per system.

Rayven is operational software

for an AI-powered world

YOUR WORLD

THE RAYVEN PLATFORM

YOUR OUTCOMES

SCADA + OT

Databases (SQL, NoSQL)

Streaming Feeds

IoT + Edge Devices

Real-time Telemetry

Files + Documents

ERP + CRM Systems

APIs + Webhooks

SECURED PERIMETER

01INTEGRATIONAI

Connect anything, in + out

02DATAAI

Store, structure + serve

03EXECUTIONAI

Decide, automate + act

04PRESENTATIONAI

Show, ask + interact

05SECURITYAI

Protected, governed, hosted

Real-Time Dashboards

Conversational AI

Mobile + Web Apps

People + Approvals

AI Agents

Predictive AI + ML

Machine Control

Alerts + Notifications

Reports + Data Exports

API + Webhook

BEYOND INTEGRATION

Integration is just the start with Rayven, here’s what comes with it.

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

AI-ready warehouse data (AI Data Fabric)

Rayven’s AI data fabric makes your warehouse data live, streaming + AI-ready - without moving it. Operational events stream in, warehouse insights push out, AI agents read both in real-time. See the AI Data Fabric →

Claude queries your warehouse live (Rayven MCP)

Claude + your AI agents query Snowflake, BigQuery, Redshift + any other warehouse in real-time through Rayven MCP. Row-level security, masking + Unity Catalog policies travel through the connection. See Rayven MCP →

Reverse ETL + AI agents

Account scores, churn signals, propensity models + materialised views push from your warehouse back to CRM, ERP + ops apps the moment they’re computed. No nightly job, no Fivetran-only stack. AI agents act on live warehouse signals automatically.

Custom apps + portals

Customer-facing analytics portals, embedded BI views, ops dashboards combining warehouse history with real-time Rayven streams - built on your unified data. RBAC, per-tenant filters + cached query results all handled.

All on top of your existing stack. Your warehouse stays your warehouse. Rayven works alongside what you’ve already built - never replacing it.

NOT READY FOR A CALL YET?

Get a free data warehouse integration plan in 30 minutes.

A focused session with Rayven’s Australian team. Bring your warehouse + the systems you want it connected to. Walk away with a tailored plan - what’s reachable, what to bring in first, time + scope.

Honest read on whether Rayven’s the right fit
Live walkthrough against your warehouse + stack
Tailored DW integration + AI plan, emailed after
No-obligation - we’ll tell you if it’s not for you

Get my free plan → Avg call: 23 mins

What you walk away with

✓

Connected-system inventory

Every system in your warehouse stack mapped to the right Rayven integration layer.

✓

Use-case shortlist

3-5 highest-leverage reverse ETL, AI agent + ops-integration use cases for your warehouse.

✓

Time + scope estimate

Honest 2-12 week range, with what fits inside each phase.

✓

Delivery pathway recommendation

DIY, Done-for-you or Hybrid - based on your team + timeline.

Why Rayven costs less than enterprise solutions.

Businesses of all shapes and sizes need powerful systems, but not the cost and chaos that come with traditional enterprise software.

Rayven delivers the same outcomes as multiple, expensive enterprise technologies, but with a radically lighter footprint + much, much faster.

Speak to us today to find out more.

Everything you need in one platform.

Integration, storage, data processing, automation, AI + apps: one platform.

We own, build + run our own technology.

No resellers or third-party mark-ups; new capabilities are aligned to you.

Delivered for you by our specialists.

We design, build, deploy + support - no need for developers or consultants.

Start small then scale, infinitely.

Start small, expand across sites + teams without engineering or lock-in.

FAQS

Frequently asked questions about data warehouse integration.

What data warehouses does Rayven integrate?

Rayven integrates every major analytical warehouse including Snowflake, Amazon Redshift, Google BigQuery, Azure Synapse Analytics, Oracle Autonomous Data Warehouse, IBM Db2 Warehouse, Teradata Vantage, Databricks SQL + 7 more. Rayven also reaches custom + legacy warehouses via JDBC/ODBC, dblink + file integration.

How long does data warehouse integration take with Rayven?

Most warehouse integrations go live in 2-12 weeks. A single warehouse-to-CRM or warehouse-to-app flow runs in 2-3 weeks; a multi-warehouse fabric with reverse ETL, AI agents + customer-facing apps on top runs 6-12 weeks. Choose DIY, done-for-you or hybrid delivery - all three come with an expert delivery team.

Is Rayven a connector platform or a data fabric?

Rayven is an AI data fabric - much more than a connector platform. While Rayven includes 600+ fast-track connectors for warehouses, CRM, ERP + accounting, the platform also delivers real-time data processing, workflow + AI execution + the ability to build custom apps, AI agents + portals on top of your unified warehouse + ops data. See the Rayven Platform for the full picture.

Can Rayven connect our data warehouse to CRM, ERP + customer-facing apps?

Yes. Rayven’s integration layer connects every major warehouse bidirectionally with CRM, ERP, accounting, PMS, support + customer portals. Reverse ETL runs in real-time, not on a schedule. Multi-warehouse + multi-cloud estates reconcile via Rayven’s customer-master layer.

How does Rayven handle warehouse cost + slot/credit contention?

Rayven’s warehouse routing is slot, credit + DWU-aware. Operational reads route to cached or smaller compute; analytical workloads keep the larger warehouse free. Concurrency Scaling, Snowflake virtual-warehouse sizing + BigQuery slot reservations are all driven from one control plane. See the Rayven Platform for the layer model.

What’s the difference between Rayven + a traditional iPaaS or reverse ETL tool?

Reverse ETL tools push warehouse rows into ops systems on a trigger. iPaaS moves records between two endpoints. Rayven is an AI data fabric - it integrates + stores + processes + executes on warehouse + operational data in real-time, and lets you build apps, AI agents + MCP-backed analytics on top. Read more in how Rayven works.

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Data warehouse integration that connects every operational system + makes your warehouse AI-ready.

Pick your warehouse. See exactly how Rayven connects it to ops, agents + apps.

Every data warehouse hits the same wall: operational + AI use in real-time.

Warehouses hold the analytical truth, ops can’t reach it live.

AI agents need warehouse data live, not from BI cubes.

Ops dashboards can’t combine warehouse history with real-time streams.