TERADATA INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect Teradata VantageCloud Lake to your OT, IoT, apps + operational systems in real-time. Stream live data into object-store-native tables, and make lake data and AI actionable back in the operation.

Get my Teradata integration plan → Talk to us

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

Live demo · Claude querying Teradata + ops via Rayven MCP

What's the status of the OT, IoT + streaming → Native Object Store flow today?

All flowing. Real-time data lands in the Native Object Store is live. No blockers flagged.

OT, IoT + streamingNative Object Store

Trusted by 240+ teams across Australia + globally

THE REALITY

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

Operational data reaches VantageCloud Lake through scheduled loads, real-time machine data lands late, and the in-database analytics VantageCloud is built for run on data that is already hours behind the operation.

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

OT + IoT sources whose real-time data must land in the Native Object Store, not a nightly load
ERP, MES and operational apps that hold the business context in-database analytics need
Edge and plant sites streaming telemetry into object storage over intermittent links
ClearScape Analytics and downstream compute that need complete, current operational data

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.

Teradata + 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

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

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

OT, IoT + streaming → Native Object Store

Real-time data lands in the Native Object Store

Rayven streams SCADA, historian and sensor data into VantageCloud Lake's Native Object Store as open-format tables, via OPC-UA, MQTT and CDC. Machine data is query-able in real-time, not after a scheduled load.

Top 5 accounts trending toward churn?

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

TeradataOT, IoT + streamingNative Object Store

ERP + MES → VantageCloud Lake

Business context joins the lake

Orders, assets and master data from ERP and MES flow into VantageCloud Lake, so ClearScape Analytics reads machine data with its business context, not stripped of it.

Which won deals are stuck pre-invoice?

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

TeradataERP + MESVantageCloud Lake

VantageCloud Lake → Operations + AI agents

ClearScape Analytics acts live

Predictions from ClearScape Analytics on the lake push back to alerts, work orders and AI agents via Rayven MCP, so in-database intelligence drives a live decision in the operation.

Status check - is everything in sync?

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

TeradataVantageCloud LakeOperations + AI agents

Edge sites → Object storage

Edge telemetry streams to the lake

Remote plants and sites buffer and stream telemetry into the object storage behind VantageCloud Lake, so no operational event is lost before it reaches the analytics on top.

Anything that needs my attention right now?

3 items. 1 deal stuck, 1 account flagged, 1 task overdue.

TeradataEdge sitesObject storage

VantageCloud Lake → Elastic compute + BI

Downstream compute stays current

Separate elastic compute and BI read the same landed tables consistently, so every workload sees current operational data alongside the data warehouse.

Snapshot of activity in the last 24 hrs?

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

TeradataVantageCloud LakeElastic compute + BI

BEYOND INTEGRATION

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

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

AI-ready data layer (AI Data Fabric)

Teradata 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 Teradata and every other connected system. Your AI stops guessing - cites real Teradata records + numbers.
Learn more →

Automation + AI agents

Workflows + AI agents act on Teradata 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 Teradata data. No separate BI tool, no separate dev stack.
Learn more →

All on top of your existing stack. No rip + replace. Teradata stays Teradata. Rayven works on what you've already built. Specifically tuned for real-time OT ingestion into VantageCloud Lake's Native Object Store.

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

TERADATA INTEGRATION · WHICH PATH

Pick the right tool for your stack.

Teradata 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

Teradata to other cloud apps

Yes

Best in class

Yes

DIY effort

Teradata 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

OT data into VantageCloud Lake object store

Built in

No streaming ingest

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.

OBJECT-STORE COMPUTE NATIVE

Built for VantageCloud's Native Object Store.

Rayven streams OT, IoT and app data into VantageCloud Lake's Native Object Store via REST APIs and JDBC, in open table formats. Real-time ingestion for separate elastic compute replaces nightly loads, and ClearScape Analytics predictions 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 Teradata 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 Teradata data needs to live. Your residency, your rules, your local compliance environment.

FAQS

The questions Teradata admins, RevOps + IT ask first.

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

The 30-minute call covers

Your Teradata + 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 Teradata VantageCloud Lake integration?

Teradata VantageCloud Lake integration connects the lake to the real-time operational systems that feed it - OT, IoT, ERP and edge sources - so live data lands in the Native Object Store and lake insights 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 Teradata VantageCloud Lake?

No. Rayven does not replace VantageCloud Lake and is not a data lake. Rayven is the real-time AI data fabric that sits alongside it - streaming operational data into the Native Object Store, and activating lake data and AI in operations. Teradata stays your lake; Rayven feeds and activates it.

How is this different from the Teradata Vantage page?

This page covers the object-store-native lake - the Native Object Store and open table formats for schema-on-read data. For the structured warehouse angle, see Teradata Vantage on our Data Warehouse hub.

How does Rayven land real-time data in VantageCloud Lake?

Rayven writes to the Native Object Store in open table formats through REST APIs and JDBC, fed from OT and IoT via OPC-UA, MQTT and CDC through the integration layer. It also connects databases, ERP and files, so operational data is query-able in real-time.

How long does Teradata VantageCloud Lake integration take with Rayven?

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

What are the technical specifics of Teradata VantageCloud Lake integration with Rayven?

Rayven connects through VantageCloud Lake's REST APIs and JDBC/ODBC, authenticating with tokens or LDAP. Real-time operational data - OT, IoT, historian and app events - is ingested via OPC-UA, MQTT and CDC, then landed in the Native Object Store in open table formats such as Iceberg so ClearScape Analytics and separate elastic compute can query it immediately rather than after a nightly load. Table schemas, partitions and object layout are respected, and access controls are preserved end-to-end. QueryGrid federates external sources, and ingest volume is managed through batching and back-pressure so bursts never throttle compute. ERP, databases and files land through the same fabric, and ClearScape Analytics predictions push back into operations and AI agents via Rayven MCP. For the structured warehouse angle, see Teradata Vantage. Validated against VantageCloud Lake on AWS, Azure and Google Cloud, and VantageCore on-premise. Rayven complements VantageCloud Lake; it is not a data lake and does not replace it.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

Teradata 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.

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

Real-time data lands in the Native Object Store

Business context joins the lake

ClearScape Analytics acts live

Edge telemetry streams to the lake

Downstream compute stays current

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 VantageCloud's Native Object Store.

We stay after go-live.

Hosted your way, where you need.

The questions Teradata admins, RevOps + IT ask first.

The 30-minute call covers

What is Teradata VantageCloud Lake integration?

Does Rayven replace Teradata VantageCloud Lake?

How is this different from the Teradata Vantage page?

How does Rayven land real-time data in VantageCloud Lake?

How long does Teradata VantageCloud Lake integration take with Rayven?

What are the technical specifics of Teradata VantageCloud Lake integration with Rayven?

Teradata + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

Teradata 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.

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

Real-time data lands in the Native Object Store

Business context joins the lake

ClearScape Analytics acts live

Edge telemetry streams to the lake

Downstream compute stays current

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 VantageCloud's Native Object Store.

We stay after go-live.

Hosted your way, where you need.

The questions Teradata admins, RevOps + IT ask first.

The 30-minute call covers

What is Teradata VantageCloud Lake integration?

Does Rayven replace Teradata VantageCloud Lake?

How is this different from the Teradata Vantage page?

How does Rayven land real-time data in VantageCloud Lake?

How long does Teradata VantageCloud Lake integration take with Rayven?

What are the technical specifics of Teradata VantageCloud Lake integration with Rayven?

Teradata + 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.

Teradata + AI integration.
In weeks, not months.