The AI Data Fabric
your business runs on. Built over your stack.
AI fails when the data feeding it is fragmented, stale + stuck in silos. The Rayven Platform delivers an AI Data Fabric over the top of every system you already run - IT, OT, IoT, files, APIs, legacy, anything - so it all can run on one unified, real-time + secure foundation.
Trusted by 240+ teams across Australia + globally
of AI projects never reach production.
Not because the models are bad. Not because the budget ran out. Because the data feeding the AI is fragmented, siloed + stale - and no one ever built a fabric to unify it.
Source: RAND Corporation, AI project failure analysis (2024)It’s not the AI that’s failing -
It’s the data fabric feeding it.
Every AI model needs clean, connected, real-time data to give accurate, business-specific answers. Most businesses don’t have that. They have data scattered across a dozen systems, updated on different schedules, formatted inconsistently, with no live connection between any of them - and no unified fabric on top. The model isn’t the problem. The fabric beneath it is missing.
Same AI model, completely
different outcomes with Rayven.
- ✗ Security + governance bolted on per-system - inconsistent rules, blind spots, no unified audit trail
- ✗ Data lives across six to eight separate systems with no live connection
- ✗ AI models trained on last month’s exports, not live operational data
- ✗ Months of data engineering required before every new AI use case can start
- ✗ Contradictory AI outputs - each model sees a different slice of the business
- ✗ AI decisions stay inside the model - nothing writes back to the systems that need to act
- ✓ Secure + governed by default - encryption, RBAC, audit logging + sovereign hosting applied across every layer
- ✓ Every source connected in real-time - IT, OT, IoT, files, APIs + data streams
- ✓ AI runs on live operational data from the moment it’s deployed
- ✓ New AI use case ready in weeks - built on the same foundation, no rebuild required
- ✓ One unified data layer - consistent, governed, a single source of truth across the business
- ✓ AI decisions automated back to existing systems - including legacy OT never designed for AI
Map your AI data foundation
in 30 minutes
A senior Rayven engineer reviews your current stack, identifies exactly where the data gaps are blocking AI, and maps the fastest path from where you are now to a working AI data fabric - at no cost and no commitment.
AI readiness mapped across all five layers
Integration, Data, Execution, Presentation + Governance - scored against what your AI use cases actually need.
Your biggest AI blockers identified
Fragmented sources, stale pipelines, governance gaps - named, prioritised, and shown in plain language.
First use case scoped to your environment
Not a generic AI roadmap. A specific starting point matched to your data sources, systems, and sector.
Direct line to the engineer who’d run your project
Not a sales handoff. The person you speak with is the person who builds. Ask anything.
Book your free assessment
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THE RAYVEN PLATFORM
Five integrated layers. One unified platform.
One AI Data Fabric over the top of everything you run.
The Rayven Platform delivers the AI Data Fabric through five unified layers - working as one, with AI embedded at every layer. There’s nothing to stitch together, nothing to manage separately. You get a single, secure, governed, real-time foundation from day one - on top of every system, asset + data source you already have.
AI is embedded at every layer - not bolted on at one. That’s the difference between a data fabric and an AI data fabric.
Rayven goes over the top of every system you run -
and turns it all into the complete AI Data Fabric your business needs.
Most platforms solve one slice of the AI problem. Rayven delivers all five layers as one managed fabric, AI embedded at every step - so there are no gaps between the stages where AI projects get stuck.
Connect
Anything you run - IT, OT, IoT, files, APIs, AI, data streams, legacy - connected bidirectionally + in real-time. 600+ pre-built.
Unify
Real-time processing, ETL, and AI-ready structuring. One live, governed data platform. No data prep required before AI can run.
Execute
Agentic AI, workflows + predictive analytics run on live data - and write results back to every connected system in real-time.
Surface
Intelligence reaches people through apps, portals, dashboards + conversational AI - or executes autonomously.
Govern
Enterprise security, access control, audit logging, and data residency - built into the same platform from day one. Never a bolt-on.
Four properties most platforms can’t deliver together.
Plenty of vendors will sell you ‘a data platform’ or ‘an AI tool’. Almost none deliver all four properties at once. That’s why Rayven calls it an AI Data Fabric - not just a data fabric with AI bolted on.
1. Extreme interoperability
Connects to anything: IT, OT, IoT, files, APIs, AI models, data streams, legacy + hardware. The reason Rayven can deliver the fabric at all - we leave nothing isolated.
2. AI embedded in every layer
AI structures the data, AI runs the workflows, AI surfaces insights, AI enforces policies - everywhere, not just one. That’s what makes it an AI data fabric.
3. Real-time + bi-directional
Data flows in live + AI decisions write back to your systems in real-time. Cloud apps, on-prem ERP, OT equipment, legacy hardware - every system stays current, every decision lands where it’s needed.
4. Secure, governed + sovereign-ready
Encryption, role-based access, audit logging, data residency + sovereign hosting - applied at every layer of the fabric, not bolted on at the end. Australian-built, deploy anywhere.
Having all our operational data at your fingertips gives us instant visibility of how things are performing.
The platform is 70% ready from day one.
You + we make the other 30% count.
Every Rayven platform deployment comes with the people who built it. That’s not a support ticket queue. It’s the engineer who ran your project, available after go-live.
70% built before we start
The Rayven Platform arrives with 70% of what you need already built - connectors, data structure, AI capabilities, security. The remaining 30% is configured specifically for your environment. That’s how a working solution ships in two to twelve weeks, not two years.
240+ deployments live. We stay after.
We don’t hand off to a third party at go-live. The Rayven team manages, evolves, and extends what we build - so it grows with your business instead of becoming another technical debt problem. Most clients expand their use of the platform after seeing results.
Secure by default. Sovereign-ready.
Security + governance are properties of the entire fabric. Encryption, RBAC, audit logging + AI policy enforcement at every layer. Australian-built, with sovereign hosting for organisations with strict data residency requirements. Cloud, OnPrem, edge, or air-gapped.
5/5 across 140+ verified reviews.
Not a curated handful - 140+ reviews across independent platforms, all at 5/5. The rating reflects what our clients actually experience: a team that treats their problems as problems to solve, not scopes to defend. It’s the number we’re most proud of.
Three ways to get AI working.
One that actually ships.
Stitching together point solutions delays AI by months and creates a data architecture no one owns. Building from scratch takes years. Rayven delivers the full AI data fabric in weeks - and keeps it running after go-live.
| Capability | Rayven AI Data Fabric Full platform + team | Build your own DIY data engineering + AI | Off-the-shelf AI Point solutions stitched together |
|---|---|---|---|
| Real-time, multi-source data integration | ✓ | ● Months of engineering | ✕ Data silos remain |
| AI-ready, governed data layer from day one | ✓ | ● Built separately, maintained separately | ✕ Vendor-defined schemas only |
| AI embedded at every layer (not just bolted on) | ✓ 11 native AI capabilities |
✕ AI is a separate workstream |
● AI only where vendor allows |
| AI execution that writes back to connected systems | ✓ | ● Requires bespoke integration work | ✕ Analysis only - no closed loop |
| Connects to anything: IT, OT, IoT, files, APIs, legacy | ✓ 600+ connectors | ● Custom development required | ✕ Limited to vendor’s sources |
| Custom apps + operational portals | ✓ Same platform | ● Separate development project | ● Vendor UI only |
| Secure, governed + sovereign-ready by default | ✓ Every layer, Deploy sovereign |
● Each layer secured separately |
● Varies by vendor · usually US-hosted |
| Time to first working solution | ✓ 2 - 12 weeks | ✕ 12 - 24+ months | ● Faster, but narrowly scoped |
| Post-delivery support + evolution | ✓ Same team. Always. | ✕ Internal resource required | ✕ Vendor roadmap dependency |
From assessment to live AI data fabric.
In weeks, not years.
A fixed process. A fixed scope. A fixed price. You know exactly what gets built, when it ships, and who is responsible for it.
Free assessment
A senior Rayven engineer reviews your current stack. Integration points, data sources, AI blockers, and the fastest path to a working fabric are all mapped in a 30-minute session. No cost. No commitment.
- Current stack audit against the five platform layers
- AI blockers and data gaps identified
- First use case scoped to your environment
Solution design
Rayven architects your AI data fabric: which sources connect, how data is structured for AI, which AI capabilities deploy first, and what the Presentation layer delivers to your team. Fixed scope agreed before starting.
- Integration map across your full source landscape
- Data model and governance structure defined
- AI use case architecture and delivery roadmap
Build + integrate
The Rayven team builds your AI data fabric using the platform - 70% is already done. Connectors deployed, data model live, AI capabilities configured + applications built. You review at each stage, nothing hidden.
- All integration layers connected + tested
- AI models trained on your live data
- First operational app or portal delivered
Live + evolving
Your AI data fabric is live. The Rayven team monitors, manages, and extends it - the same people who built it. Most clients expand to additional use cases within three months. Your fabric grows with you.
- Production monitoring and 99.9% uptime SLA
- Ongoing optimisation by your Rayven team
- Clear pathway to additional use cases and AI capabilities
Example report shown. Your score reflects your actual stack.
Not ready to talk yet?
Score yourself in 4 minutes.
Answer twelve questions about your current stack and get an AI readiness score across all five platform layers - Integration, Data, Execution, Presentation + Security.
You’ll see exactly where your data foundation is strong, where the AI blockers are + what to prioritise. No sales call required to get the report.
- Scored across all five AI data fabric layers
- Personalised gap analysis included in the report
- No sales call required to receive it
Free · Takes 4 minutes · No account required
Questions about
the AI data fabric
What exactly is an AI data fabric?
An AI data fabric is a connected, real-time, unified data layer that sits across your entire business - structured so that AI can be deployed on top of it immediately, without data preparation work. It brings together every data source you have (IT, OT, IoT, files, APIs) into a single governed platform. The Rayven Platform delivers this fabric through five integrated layers: Integration, Data, Execution, Presentation, and Security + Governance.
How is this different from just buying an AI tool or a data platform?
AI tools and data platforms each solve part of the problem. An AI tool needs clean, connected data to be useful - which most businesses don’t have without engineering effort. A data platform unifies data but doesn’t include AI execution or the apps people need to act on insights. The Rayven AI Data Fabric delivers all five layers in a single managed platform, with AI embedded at every layer. There is nothing to stitch together.
What can Rayven actually connect to?
Anything. 600+ pre-built connectors cover IT systems (ERP, CRM, finance, HR, cloud apps), OT (SCADA, PLCs, historians), IoT (sensors, gateways, edge devices), files (Excel, CSV, PDF), APIs (REST, GraphQL, SOAP), AI models, real-time data streams + legacy systems. Anything not pre-built gets connected through Rayven’s custom connector builder. Extreme interoperability is the reason Rayven can deliver the fabric at all.
We already have a data warehouse or data lake. Why do we need this?
A data warehouse or lake stores historical data - it is not real-time, bidirectional, or AI-execution-ready without significant additional engineering. The Rayven AI data fabric connects to your existing data warehouse as a source, combines it with live operational data, and adds the Execution layer that acts on the combined data in real-time. You keep what you have; you get the layer above it that makes it AI-capable.
Do we need to replace our existing systems?
No. The Rayven Platform connects to and integrates with your existing systems - ERP, SCADA, PLCs, IoT sensors, legacy OT, flat files. Integration is bidirectional, so AI decisions flow back to your existing systems. Legacy equipment that was never designed for AI becomes AI-enabled without being replaced. The AI data fabric is the intelligent layer above your current stack, not a replacement of it.
How quickly can we go live?
Working solutions go live in two to twelve weeks from confirmed scope. The average across all Rayven deployments is three weeks. This is possible because 70% of the platform is pre-built - connectors, data structure, AI capabilities, security. The remaining 30% is configured for your specific environment. Fixed scope and fixed price means no timeline surprises.
Is Rayven available for organisations with strict data sovereignty requirements?
Yes. Rayven is Australian-built and supports sovereign deployment for organisations with strict data residency requirements. Cloud, on-premise, edge, and air-gapped deployments are all supported on the same platform. Data can stay entirely within Australia - or within a specific environment - without any platform capability being lost. Talk to us about your specific requirements at the assessment stage.
Still have questions?
The free assessment is the fastest way to get answers specific to your environment. A senior Rayven engineer will review your stack and answer every question you have - no sales pitch attached.
Book my free assessmentMap your AI data foundation.
No cost. No commitment.
A senior Rayven engineer reviews your stack, identifies your AI blockers, and maps the fastest path to a working AI data fabric - in a 30-minute session with no conditions attached.
Get my AI readiness plan
Takes 30 seconds to request. We’ll confirm a time within one business day.
By submitting you agree to Rayven’s Privacy Policy. No spam. No pushy sales calls.