DATAIKU INTEGRATION · BUILT FOR EVERYTHING ELSE

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


Connect Dataiku to every OT, IoT, app + operational system your models run on. Feed flows and scoring with live operational features, and push predictions into the systems that act.

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


Live demo · Claude querying Dataiku + ops via Rayven MCP
RS
What's the status of the OT, IoT + operational systems → Dataiku flows flow today?
C
All flowing. Feed flows live data is live. No blockers flagged.
OT, IoT + operational systemsDataiku flows

Trusted by 240+ teams across Australia + globally

  • ABCDust
  • Anglo American
  • AngloGold Ashanti
  • AquaAnalytics
  • Blue Mountains City Council
  • Collective Intelligence
  • CSIRO
  • Ericom
  • EYEMine
  • Fulton Hogan
  • Glencore
  • NSW Government
  • NSW Ports
  • Precision Livestock Farming
  • RamJack
  • Riverina Fresh
  • Telstra
  • Ventia
  • Viva Energy
  • Vodafone
  • Wattwatchers
THE REALITY

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


Flows train on data synced overnight, scoring endpoints run on inputs that trail live operations, and predictions land in a dataset 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 Dataiku, 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 Dataiku flows and scoring
  • ERP, work-order and operational apps that Dataiku predictions should drive
  • Operational databases and lakes holding the source data for flows
  • Streaming event sources that should trigger Dataiku scoring endpoints 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.

  • Dataiku + 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

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


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

OT, IoT + operational systems → Dataiku flows

Feed flows live data

Real-time OT, IoT, SCADA and app data streams into Dataiku flows and datasets, so models train and score on features that match current operations.

U
Top 5 accounts trending toward churn?
AI
5 flagged. Usage drop + support backlog + late renewal. Owners notified.
DataikuOTProduct DB
Dataiku scoring → ERP + operational apps

Predictions become actions

Dataiku API-deployer scoring outputs post to ERP, work orders and operational apps in real-time, turning a score into a task.

U
Which won deals are stuck pre-invoice?
AI
3 stuck. 2 drafts in accounting, 1 awaiting PO. Auto-finalise?
DataikuERP + operational appsXero
Operational events → Dataiku endpoints

Event-triggered scoring

State changes and threshold breaches call Dataiku scoring endpoints in real-time with live features attached, so predictions fire on real events.

U
Status check - is everything in sync?
AI
All current. Last sync 38 seconds ago, no backlog.
DataikuOperational events
Enterprise systems → Dataiku datasets

Live source datasets

Operational records and signals stream into Dataiku datasets so flows reason on current reality, not a nightly snapshot.

U
Booked revenue vs Dataiku closed-won this month?
AI
$2.41M booked, $2.39M closed-won. Two deals awaiting invoice - flagged.
DataikuEnterprise systemsNetSuite
Dataiku → Dashboards + portals

Surface scores to teams

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

U
Full picture on this account before my call?
AI
Brief loaded. 8 open items, 3 risks, 2 expansion signals.
DataikuDashboards + portalsUnified
BEYOND INTEGRATION

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


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

01
 

AI-ready data layer (AI Data Fabric)

Dataiku 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 →

02
 

Live AI access (Rayven MCP)

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

03
 

Automation + AI agents

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

04
 

Custom apps + portals

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

All on top of your existing stack. No rip + replace. Dataiku stays Dataiku. Rayven works on what you've already built. Specifically tuned for Dataiku dataset freshness, API-deployer scoring and prediction writeback into operations.

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
AI
Predictive AI + ML
AI
Conversational AI
AI
Real-time Training
AI
AI-led Execution
AI
Multimodal AI
AI
Anomaly Detection
AI
Forecasting
AI
Vision + Edge
AI
Gen AI Summaries
AI
THE PLATFORM BEHIND IT

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


Integration is one layer of Rayven. Data, execution, presentation + governance are the other four - all delivered as one platform on one commercial.

DATAIKU INTEGRATION · WHICH PATH

Pick the right tool for your stack.


Dataiku 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
Dataiku to other cloud apps
Yes
Best in class
Yes
DIY effort
Dataiku 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
Dataiku flow feature feed + scoring writeback
Built in
No scoring endpoint feed
Custom build
Hard to get right
AI-ready data layer + MCP for AI
Built in
No
No
No
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.

FLOW + SCORING NATIVE

Built for Dataiku's flow and scoring model.

Rayven streams live operational data into Dataiku datasets through its REST API with API-key auth, keeping flow inputs fresh. API-deployer scoring endpoints are called in real-time and their outputs write back to operational systems, so a Dataiku prediction becomes an ERP or app action rather than a dataset row.

5/5 · 140+ REVIEWS

We stay after go-live.

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

FAQS

The questions Dataiku admins, RevOps + IT ask first.


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

The 30-minute call covers
  • Your Dataiku + 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 Dataiku integration?

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

How does Rayven connect Dataiku to other systems?

Rayven uses Dataiku's REST API and API-deployer scoring endpoints, with API-key auth, to stream operational data into datasets and write predictions back to targets. See the Rayven Platform for how the layers fit.

What data can Rayven feed Dataiku flows?

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. Flows and scoring stay fresh against live operations.

Does Rayven replace Dataiku?

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

What are common Dataiku integration use cases?

Live source datasets, event-triggered scoring, real-time features and pushing predictions into ERP and operational apps. See the automations above for specifics.

What are the technical specifics of Dataiku integration with Rayven?

Rayven integrates Dataiku through its REST API and API-deployer scoring endpoints with API-key authentication, respecting project and connection scoping. Flows, recipes, managed folders and both batch and real-time scoring are handled as first-class flows. Live operational data - OT, IoT, SCADA, ERP and app events - streams into Dataiku datasets via 1,228+ connectors, OPC-UA, MQTT, CDC and API, so models train and score on features that match current operations rather than a nightly sync. Scoring outputs write back to operational targets like ERP, work orders and dashboards with field-level mapping. Historical context comes from connected data warehouses and lakes, and drift signals trigger retraining runs. Validated against Dataiku design and API-deployer scoring endpoints, Rayven stays the AI data fabric around Dataiku - it never becomes or replaces your model platform.

GET STARTED

Dataiku + AI integration.
In weeks, not months.


Book a 30-minute call. Walk away with a tailored plan - what's reachable, what to bring in first, time + scope.