Unified Data Platform | The Rayven AI Data Fabric

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

Why we're faster, better + lower cost.

Don't start from scratch: we balance customisability + capability with speed and long-term support.

70%

Ready-to-go
from the start.

The Fragmented Enterprise Stack.

Integration

Storage

Streaming

Workflow

App Dev

Data Lake

Visualization

IoT / ML

Security

→

Security, Governance + Hosting

Presentation / UI Layer

Execution Layer

Data Layer

Integration Layer

↑ ↑ ↑

Your Systems + Infrastructure

IT Systems · OT Systems · IoT · Data Streams · Files + Data · Third-Party

One platform with the capabilities of multiple technologies - united, ready + managed for you.

30%

Customised for you.

Built for your needs - no bloat, no consultants, no lock-in.

PATHWAY 01 · DIY

Build it yourself.

On Rayven · no / low-code · self-serve

Your team designs, builds + manages the data platform directly on Rayven. Visual builders for pipelines, workflows, dashboards + AI models. No proprietary code. No lock-in.

✓Visual no/low-code pipeline + workflow builders
✓ 600+ prebuilt connectors, ready to configure
✓ Full access to all 5 platform layers
✓ Onboarding + support from our team

BEST FORTeams with internal capability who want to run and control their data end-to-end.

Book a Demo

PATHWAY 02 · DONE-FOR-YOU

We build + run it for you.

Fully managed - our team + platform

We scope, design, build, deploy + manage your entire unified data platform. From first connector to live dashboards, AI models + automated workflows - all on Rayven.

Fixed price. Fixed scope.
No pilots that don't ship.

✓Fixed-scope delivery: 2-12 weeks to go live
✓ All 5 layers: integration through to UI
✓ No internal data team required
✓ Australia-based delivery + support team

BEST FOROrganisations with standard architecture, control + compliance needs.

Scope a project (20 min)

PATHWAY 03 · HYBRID

Build it together.

Your team + our specialists

We start your data platform, get you live quickly, then hand over to your team with training, playbooks + ongoing support. Best of both worlds.

✓We build the foundation, you extend it
✓ Embedded knowledge transfer + training
✓ Start fast, scale at your own pace
✓ No vendor lock-in: you own what is built

BEST FORTeams who want to get up and running fast, as well as the reassurance of long-term support.

Book a discovery callRAYVEN AI

You are running 5+ tools

Integration tool. Data warehouse. Pipeline tool. BI platform. Automation layer. Five contracts, five renewal cycles, five support queues - none of them sharing a unified data model.

No single source of truth

Finance has one version of the numbers. Operations has another. The report from this morning does not match the dashboard from last night. Nobody trusts the data.

Data arrives hours late

Batch ETL runs overnight. Dashboards reflect yesterday. By the time a decision gets made, the moment has already passed. Real-time operations need real-time data.

You need specialists for each tool

Every tool needs its own expert. Data engineer for the warehouse. BI developer for dashboards. Integration architect for connectors. All of them are on the recruitment shortlist.

Projects run 12+ months

The RFP. The vendor selection. The implementation partner. The integration project. The data quality cleanup. Most data platform projects are still in flight 18 months after kick-off.

The TCO keeps growing

Platform licences. Storage costs. Compute costs. Data egress fees. Implementation overheads. By the time it is built, the annual run cost looks like a second implementation project.

Not a forced migration.
A lighter, faster alternative - or an integration layer.

You do not have to migrate off any of these tools to work with Rayven. We can integrate to them and use them as data sources. But for most businesses at the larger end of the mid-market and below, Rayven replaces all eight - at a fraction of the cost, in a fraction of the time.

REPLACES 01

Data warehouse

Hybrid SQL + Cassandra storage with real-time writes, historical queries + AI-ready data serving built in.

Replaces: Snowflake, BigQuery, Redshift, Azure SQL

REPLACES 02

Pipeline + ETL

Real-time + batch ETL/ELT with no-code transformation builders. No data engineers required.

Replaces: Azure Data Factory, Fivetran, AWS Glue, Talend

REPLACES 03

Data orchestration

Event-driven + scheduled workflow orchestration across all data pipelines, dependencies + triggers.

Replaces: Apache Airflow, Prefect, Dagster, Luigi

REPLACES 04

Integration platform

600+ connectors including OT, IoT + legacy systems mainstream iPaaS cannot reach. Bidirectional, real-time.

Replaces: MuleSoft, Boomi, Azure Integration Services

REPLACES 05

Workflow automation

Multi-step workflows, triggers, approvals + automated actions across all connected systems in real-time.

Replaces: n8n, Power Automate, Zapier, Workato

REPLACES 06

BI + visualisation

40+ chart types, KPI dashboards, dynamic reports + operational views - all live-connected to the data layer.

Replaces: Power BI, Tableau, Looker, Grafana

REPLACES 07

AI/ML platform

The Rayven AI Data Fabric: 10 native AI capabilities deployed against real-time, governed data. No separate ML platform needed.

Replaces: DataRobot, Azure ML, Databricks MLflow, Vertex AI

REPLACES 08

Data catalog + governance

Unified data tables, lineage, audit trails + access controls give you governed, discoverable data across the entire platform.

Replaces: Collibra, Alation, Informatica, Azure Purview

	Rayven	Snowflake	Azure Data Factory	MuleSoft	Power BI
All 5 layers in one platform	Yes	Storage only	Pipelines only	Integration only	Visualisation only
OT / SCADA / IoT connectors	Yes - native	No	Limited	Limited	No
Real-time data processing	Yes - native	Query only	Yes	Yes	No
AI/ML deployment in platform	Yes - 10 capabilities	Via Snowpark ML	Via Azure ML add-on	No	Basic AI features
Dashboards + apps built in	Yes - Presentation Layer	No	No	No	Yes
No specialist team required	Yes	Data engineers needed	DevOps + ADF specialists	Integration architects	BI developers needed
Time to production	2-12 weeks	3-6 months+	3-9 months+	6-18 months+	Weeks (viz only)
Mid-market pricing	Yes - built for it	Enterprise pricing	Azure consumption costs	Enterprise licensing	Reasonable + needs other tools

What is a unified data platform?

A unified data platform is a single, integrated system that collects data from every source in your organisation, stores + structures it, processes it in real-time, and makes it available wherever it is needed - for people, systems, automations + AI models - as one consistent source of truth.

Unlike building a stack of point solutions, a unified data platform provides all of these capabilities in one place, governed by a single data model + security layer.

What is The Rayven AI Data Fabric?

The Rayven AI Data Fabric is our unified data platform architecture - five integrated layers (Integration, Data, Execution, Presentation + Security) that connect, process, act on + display all your data in real-time. It is the foundation that makes AI production-ready, ensuring AI models always have clean, governed, real-time data to operate against.

At a glance

Platform layers: Integration - Data - Execution - Presentation - Security
Delivery pathways: DIY - Done-for-you - Hybrid
Time to production: 2-12 weeks vs. 6-18 months for a point-solution stack.
Native capabilities: 30+ across all 5 layers. Predictive ML, gen AI, agents, dashboards, automation + more.
Hosting: SaaS, private cloud, on-premise or edge.
Replaces or integrates to: Snowflake, Azure Data Factory, MuleSoft, Power BI, Databricks.

What is a unified data platform?

A unified data platform is a single system that integrates, stores, processes + makes all your data usable - across every team, system + AI model - as one consistent, real-time source of truth. Instead of buying five separate tools, you get one platform that does all of it.

What is The Rayven AI Data Fabric?

The Rayven AI Data Fabric is our unified data platform architecture. It has five layers - Integration, Data, Execution, Presentation + Security - and is the foundation on which all Rayven solutions are built. It makes data real-time, governed + AI-ready by default.

Is Rayven a replacement for Snowflake?

For most businesses at the mid-market and below, yes. Rayven's Data Layer includes hybrid SQL + Cassandra storage with real-time writes + historical queries - covering what Snowflake provides plus pipeline, integration, execution + presentation in the same platform. If you already have Snowflake and want to keep it, we can integrate to it and use it as a data source instead.

Is Rayven a replacement for MuleSoft or Azure Data Factory?

For most businesses, yes. The Rayven Integration Engine connects 600+ systems including OT, IoT + legacy sources that MuleSoft and ADF cannot natively reach. Rayven also includes data processing, storage, execution + visualisation natively - so you replace the integration tool plus multiple others. We can also complement these tools if you have them already.

Do we need to migrate all our data to Rayven?

No. Rayven can integrate to your existing systems and use them as live data sources - pulling, processing + serving their data without requiring a full migration. If you want to consolidate storage onto Rayven over time, that is also possible. You choose the scope.

How long does a Rayven unified data platform project take?

Most projects go live in 2-12 weeks, depending on scope and the number of integrations involved. Complex, multi-site or multi-system projects may take longer, but we use our 70/30 approach - 70% pre-built capabilities, 30% custom - to deliver faster than traditional implementation projects.

Do we need an internal data team to use Rayven?

No. With the done-for-you or hybrid pathways, our team handles everything - from design through deployment and ongoing management. With the DIY pathway, your team builds directly on Rayven using no/low-code builders, without needing dedicated data engineers, BI developers or integration architects.

What industries does Rayven support?

Rayven works across all industries, with particular depth in manufacturing, resources, energy, utilities, logistics, agriculture + facilities. The platform is industry-agnostic by design - the same five layers power both a port monitoring solution and a financial operations dashboard.

How is Rayven priced?

Rayven is priced as an all-in-one platform licence - not per connector, per workflow or per user seat. This makes the cost predictable as you scale. Speak to our team for a quote based on your specific use case and delivery pathway.

What is the difference between Rayven and a data lakehouse like Databricks?

Databricks is a powerful data engineering platform - but it requires data engineers to operate, focuses on batch + ML workloads, and does not include integration, workflow automation, app building or operational visualisation natively. Rayven is a complete five-layer platform designed for operational use across an entire business, not just the data team.

Where is data hosted? Can it stay on-premise?

Yes. Rayven supports SaaS (fully managed cloud), private cloud deployment (Azure, AWS, GCP), on-premise, and edge deployments. Data residency can be configured to meet your regulatory, sovereignty or security requirements. Australian hosting is available.

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.

'Easy IoT solutions.'
"A practical solution
for connecting our
machinery and data."

Etiko, CEO, Machinery
'Fast, reliable, and
developer-friendly.'

Chloe, IT
'Allows us to deliver
a remarkable number
of different energy
and IoT solutions.'

Gavin, CEO
"A more user-friendly
alternative, eliminating
the heavy setups."
"A versatile low-code
platform that
really delivers."

Marof, Outsourcing
'The best balance
of no-code simplicity
and dev flexibility.'

Alexander, Developer

'Easy IoT solutions.'
"A practical solution
for connecting our
machinery and data."

Etiko, CEO, Machinery
'Fast, reliable, and
developer-friendly.'

Chloe, IT
'Allows us to deliver
a remarkable number
of different energy
and IoT solutions.'

Gavin, CEO
"A more user-friendly
alternative, eliminating
the heavy setups."
"A versatile low-code
platform that
really delivers."

Marof, Outsourcing
'The best balance
of no-code simplicity
and dev flexibility.'

Alexander, Developer

'Switch to code when
needed is incredibly
useful.'
"A true all-in-one
platform for
IT Teams."

Margarita,
IT Consultant
'Rayven helps us
move from idea
to execution fast.'

James, Mechanist
'We see Rayven as
a key part of our
digital transformation.'

Rob, CEO
'Incredible for
monitoring our critical
medical storage.'

Tami, Pharmaceuticals
"Fast automation, great
for fraud and
risk management."

Frank, Risk Manager,
Insurance
'A powerful all-in-one
platform for building apps
and automations.'

'Switch to code when
needed is incredibly
useful.'
"A true all-in-one
platform for
IT Teams."

Margarita,
IT Consultant
'Rayven helps us
move from idea
to execution fast.'

James, Mechanist
'We see Rayven as
a key part of our
digital transformation.'

Rob, CEO
'Incredible for
monitoring our critical
medical storage.'

Tami, Pharmaceuticals
"Fast automation, great
for fraud and
risk management."

Frank, Risk Manager,
Insurance
'A powerful all-in-one
platform for building apps
and automations.'

'Powerful adaptive
analytics &
predictive maintenance.'
"Rayven services
the divide between
product and IT!"

Jeffrey, Product Supervisor,
Wholesale
'Scalable low-code
platform that saves
dev teams time.'

Prafull, Developer
'The platform's flexibility
means we can address
a broad range of use cases.'

Digital Manger
'Powerful loT + AI platform
that simplifies complex
data management.'

Adam, Risk Manager, IT
"Scales with you -
MVP vs. Production."
'Rayven helped us
streamline operations
across stores.'

Erin, Senior Manager

'Powerful adaptive
analytics &
predictive maintenance.'
"Rayven services
the divide between
product and IT!"

Jeffrey, Product Supervisor,
Wholesale
'Scalable low-code
platform that saves
dev teams time.'

Prafull, Developer
'The platform's flexibility
means we can address
a broad range of use cases.'

Digital Manger
'Powerful loT + AI platform
that simplifies complex
data management.'

Adam, Risk Manager, IT
"Scales with you -
MVP vs. Production."
'Rayven helped us
streamline operations
across stores.'

Erin, Senior Manager

Partners

Sectors

Job Roles

Enterprise

Library

Our Company

All your data unified, structured + AI-ready.

PLATFORM LAYERS

NATIVE CAPABILITIES

LIVE IN PRODUCTION

VENDOR. ONE TEAM.

Enterprise data stacks. Built for teams you don't have.

The Rayven AI Data Fabric.Five layers. One platform.

Connect anything

Unify + structure

Act on data

See + interact

Govern everything

Why we're faster, better + lower cost.

Ready-to-gofrom the start.

Customised for you.

Three ways to build your.unified data platform.

Build it yourself.

We build + run it for you.

Build it together.

Why data platform projects never get finished.

You are running 5+ tools

No single source of truth

Data arrives hours late

You need specialists for each tool

Projects run 12+ months

The TCO keeps growing

Not a forced migration. A lighter, faster alternative - or an integration layer.

Data warehouse

Pipeline + ETL

Data orchestration

Integration platform

Workflow automation

BI + visualisation

AI/ML platform

Data catalog + governance

Rayven AI Data Fabric vs. the alternatives.

Five layers. 30+ capabilities. One platform.

What is a unified data platform?

What is The Rayven AI Data Fabric?

At a glance

Unified Data Platform, questions answered.

What is a unified data platform?

What is The Rayven AI Data Fabric?

Is Rayven a replacement for Snowflake?

Is Rayven a replacement for MuleSoft or Azure Data Factory?

Do we need to migrate all our data to Rayven?

How long does a Rayven unified data platform project take?

Do we need an internal data team to use Rayven?

What industries does Rayven support?

How is Rayven priced?

What is the difference between Rayven and a data lakehouse like Databricks?

Where is data hosted? Can it stay on-premise?

Why Rayven costs less than enterprise solutions.

Everything you need in one platform.

We own, build + run our own technology.

Delivered for you by our specialists.

Start small then scale, infinitely.

Rayven is loved by IT, Digital, Ops... everyone.

Your data platform.Five layers. Live in weeks.

Discover the easy way to do something new.

The Rayven AI Data Fabric.
Five layers. One platform.

Ready-to-go
from the start.

Three ways to build your.
unified data platform.

Not a forced migration.
A lighter, faster alternative - or an integration layer.

Your data platform.
Five layers. Live in weeks.