DATAROBOT INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect DataRobot to every OT, IoT, app + operational system your models run on. Feed its automated ML and prediction server with live operational features, and push predictions into the systems that act.

Get my DataRobot integration plan → Talk to us

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

Live demo · Claude querying DataRobot + ops via Rayven MCP

What's the status of the OT, IoT + operational systems → DataRobot flow today?

All flowing. Feed models live data is live. No blockers flagged.

OT, IoT + operational systemsDataRobot

Trusted by 240+ teams across Australia + globally

THE REALITY

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

AutoML trains on batch snapshots, the Prediction Server scores on inputs that trail operations, and predictions land in a table nobody wired back into the systems that act.

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

Real-time OT, IoT and SCADA data that should feed DataRobot training and scoring
ERP, work-order and operational apps that DataRobot predictions should drive
Operational databases and lakes holding the source features
Streaming event sources that should call the Prediction Server in real-time

What Rayven reaches

OT, IoT, ERP, apps + operations. 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.

DataRobot + every ERP, database and enterprise data system
OT/IoT, ERP, apps, databases, streaming + 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

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

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

OT, IoT + operational systems → DataRobot

Feed models live data

Real-time OT, IoT, SCADA and app data streams into DataRobot for training and scoring, so automated ML models learn from current operations rather than snapshots.

Top 5 accounts trending toward churn?

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

DataRobotProduct DBTelemetry

DataRobot Prediction Server → ERP + operational apps

Predictions become actions

DataRobot Prediction Server outputs post to ERP, work orders and operational apps in real-time, turning a prediction into a task.

Which won deals are stuck pre-invoice?

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

DataRobotERP + operational appsXero

Operational events → DataRobot scoring

Event-triggered scoring

State changes and threshold breaches call the DataRobot Prediction Server in real-time with live features attached, so scores fire on real events.

Account health snapshot for top tier?

14 accounts green, 3 amber, 1 red. Reasons attached.

DataRobotOperational eventsProduct DB

Operational systems → DataRobot monitoring

Live drift monitoring

Live operational data feeds DataRobot monitoring so accuracy and drift are tracked against current operations, not a validation set.

Top 5 accounts trending toward churn?

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

DataRobotOperational systemsProduct DB

DataRobot → Dashboards + portals

Surface predictions to teams

Predictions and drift alerts surface in operational dashboards, field apps and portals where operations and engineering teams act on them.

Which devices flagged risk in the last 24 hrs?

11 events. 3 critical - linked to 2 enterprise accounts.

DataRobotDashboards + portalsIoT

BEYOND INTEGRATION

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

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

AI-ready data layer (AI Data Fabric)

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

Automation + AI agents

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

All on top of your existing stack. No rip + replace. DataRobot stays DataRobot. Rayven works on what you've already built. Specifically tuned for DataRobot Prediction Server scoring, live actuals for monitoring and prediction writeback.

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

DATAROBOT INTEGRATION · WHICH PATH

Pick the right tool for your stack.

DataRobot 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

DataRobot to other cloud apps

Yes

Best in class

Yes

DIY effort

DataRobot 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

DataRobot prediction-server feed + operational actioning

Built in

No prediction server

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.

PREDICTION SERVER FEED

Built for DataRobot's Prediction Server model.

Rayven streams live operational data into DataRobot for training and calls the Prediction Server in real-time with API-token auth. Predictions write back to ERP, work orders and apps as records, and live actuals feed monitoring, so a DataRobot score drives an operational action and drift is caught early.

5/5 · 140+ REVIEWS

We stay after go-live.

No handoff. No disappearing. Rayven is a long-term partner when your DataRobot 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 DataRobot data needs to live. Your residency, your rules, your local compliance environment.

FAQS

The questions DataRobot admins, RevOps + IT ask first.

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

The 30-minute call covers

Your DataRobot + 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 DataRobot integration?

DataRobot integration connects DataRobot to your operational stack - OT, IoT, ERP, apps and databases - so models train on live data and predictions reach the systems that act. Rayven delivers it as part of an AI data fabric, not a single-purpose connector.

How does Rayven connect DataRobot to other systems?

Rayven uses the DataRobot REST API and Prediction Server endpoints with API-token auth to stream operational data in and write predictions back to targets. See the Rayven Platform for how the layers fit.

What data can Rayven feed DataRobot?

Real-time OT, IoT, SCADA, ERP, app and database data via 1,228+ connectors, OPC-UA, MQTT, CDC and API, plus data warehouse and lake history. Training and scoring stay fresh against live operations.

Does Rayven replace DataRobot?

No. Rayven is not an ML platform and does not replace DataRobot - it is the real-time AI data fabric that feeds its models live features and operationalises their predictions. Your models and scoring stay in DataRobot.

What are common DataRobot integration use cases?

Live training data, event-triggered scoring, live drift monitoring and pushing predictions into ERP and operational apps. See the automations above for specifics.

What are the technical specifics of DataRobot integration with Rayven?

Rayven integrates DataRobot through its REST API and Prediction Server endpoints with API-token authentication, respecting per-deployment scoping and real-time endpoint concurrency limits. Automated ML, deployments, real-time and batch prediction, and MLOps monitoring are handled as first-class flows. Live operational data - OT, IoT, SCADA, ERP and app events - streams in for training features and scoring via 1,228+ connectors, OPC-UA, MQTT, CDC and API, so models never learn or score on stale snapshots. Prediction outputs write back to operational targets like ERP, work orders and dashboards with field-level mapping. Live actuals feed monitoring so accuracy and drift track current operations, and historical context comes from connected data warehouses and lakes. Validated against DataRobot Prediction Server real-time and batch endpoints, Rayven stays the AI data fabric around DataRobot - it never becomes or replaces your model platform.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

DataRobot 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, ERP, apps + operations. One platform.

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

Feed models live data

Predictions become actions

Event-triggered scoring

Live drift monitoring

Surface predictions to teams

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 DataRobot's Prediction Server model.

We stay after go-live.

Hosted your way, where you need.

The questions DataRobot admins, RevOps + IT ask first.

The 30-minute call covers

What is DataRobot integration?

How does Rayven connect DataRobot to other systems?

What data can Rayven feed DataRobot?

Does Rayven replace DataRobot?

What are common DataRobot integration use cases?

What are the technical specifics of DataRobot integration with Rayven?

DataRobot + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

DataRobot 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, ERP, apps + operations. One platform.

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

Feed models live data

Predictions become actions

Event-triggered scoring

Live drift monitoring

Surface predictions to teams

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 DataRobot's Prediction Server model.

We stay after go-live.

Hosted your way, where you need.

The questions DataRobot admins, RevOps + IT ask first.

The 30-minute call covers

What is DataRobot integration?

How does Rayven connect DataRobot to other systems?

What data can Rayven feed DataRobot?

Does Rayven replace DataRobot?

What are common DataRobot integration use cases?

What are the technical specifics of DataRobot integration with Rayven?

DataRobot + 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.

DataRobot + AI integration.
In weeks, not months.