AI agents that act on your business -
not just answer questions about it.
AI fails to ship when agents can’t see real data or act on real systems. The Rayven Platform + team build production AI agents over the top of every system you already run - so they see everything + act everywhere.
- Belt wear above maintenance trigger
- No spare available - order required
- Schedule swap in next downtime slot
Trusted by 240+ teams across Australia + globally
Not because the agents are bad. Not because the model isn’t smart enough. Because the data feeding the agent is fragmented + the systems the agent needs to act on are siloed - and no one built the foundation first.
Source: RAND Corporation, AI project failure analysis (2024)It’s not the agent that’s failing -
it’s the foundation agents need.
Real AI agents need unified data, real-system access, the ability to write back, governance, and a team to build + maintain them. Most businesses don’t have any of that. They have data scattered across a dozen systems, AI agents that can only see one tool, and no way for those agents to take real action where it matters.
The agent isn’t the problem - the platform under it is missing.
Same AI agent, completely
different outcomes with Rayven.
- ✗Security + governance bolted on per-system - no unified policy, no audit trail across agent actions
- ✗Agents see one tool only - blind to the rest of your business
- ✗Agents can’t write back to legacy systems or operational equipment
- ✗Months of data engineering required before every new agent use case
- ✗Agent actions stay inside the model - nothing reaches the systems that execute
- ✓Secure + governed by default - encryption, RBAC, audit logging applied across every layer + every agent action
- ✓Every source connected in real-time - IT, OT, IoT, files, APIs + data streams. Agents see everything
- ✓Agents act on live operational data from day one - and write decisions back to every connected system
- ✓New agent use case ready in weeks - same foundation, no rebuild
- ✓One unified data layer - consistent, governed, a single source of truth across every agent
Map your AI agent foundation
in 30 minutes
A Rayven engineer reviews your current stack, identifies exactly where data + integration gaps are blocking real agents, and maps the fastest path from where you are now to a production agent live on your business - at no cost and no commitment.
Agent readiness across every layer
Integration, Data, Execution, Presentation + Governance - scored against what production agents actually need.
Your biggest agent blockers identified
Data fragmentation, write-back gaps, governance holes - named, prioritised + shown in plain language.
First agent use case scoped for you
Not a generic AI roadmap. A specific agent use case matched to your data sources, systems + sector.
Direct line to the engineer
Not a sales handoff. The person you speak with is the person who builds. Ask anything.
Book your free assessment
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.
What real AI agents need:
five integrated layers - working as one,
with AI embedded at every layer.
Agent capability isn’t a feature - it’s what emerges when the entire platform works as one. The Rayven Platform delivers the AI Data Fabric agents run on, through five unified layers + 10 native AI capabilities - with nothing to stitch together and nothing to manage separately.
AI is embedded at every layer - not bolted on at one. That’s what lets agents act, not just answer.
Rayven goes over the top of every system you run -
and turns the whole thing into a foundation real agents can ship on.
Most agent platforms solve one slice of the problem. Rayven delivers all five layers as one managed platform, AI embedded at every stage - so there are no gaps between sense, decide + act.
Connect
Anything you run - IT, OT, IoT, files, APIs, AI models, data streams, legacy - connected bidirectionally + in real-time. 600+ pre-built.
Unify
Real-time processing, ETL, AI-ready structuring. One live, governed data platform - agents see one truth, not a dozen.
Execute
Agentic AI, workflows + predictive analytics run on live data - and write decisions back to every connected system in real-time.
Surface
Intelligence reaches people through apps, portals, dashboards + conversational AI - or the agent executes autonomously, no human in the loop required.
Govern
Enterprise security, access control, audit logging + data residency - on every agent action. Never bolted on at the end.
Four properties most agent platforms can’t deliver together.
Vendor agent stacks lock you into one ecosystem. DIY frameworks leave you to build the foundation yourself. Off-the-shelf vertical agents see one slice. Almost none deliver all four properties at once - which is why most agent projects never ship.
1. Extreme interoperability
Connects to anything: IT, OT, IoT, files, APIs, AI models, legacy hardware. Your agent sees the whole business - not one ecosystem.
2. AI at every layer
AI structures the data, AI runs the workflows, AI surfaces insights, AI enforces policies. 10 native AI capabilities built in - agentic AI is one of them.
3. Real-time + bidirectional
Data flows in live + agent decisions write back to your systems in real-time. Cloud, on-prem ERP, OT equipment, legacy hardware - every system stays current.
4. Secure, governed + sovereign-ready
Encryption, RBAC, audit logging, data residency + sovereign hosting - applied at every layer, every agent action. 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 your agent needs already built - connectors, data structure, AI capabilities, security. The remaining 30% is configured for your environment + use case. That’s how a production agent ships in 2-12 weeks, not 12-18 months.
240+ deployments live. We stay after.
We don’t hand off to a third party at go-live. The Rayven team manages, evolves + extends every agent we build - so it grows with your business instead of becoming someone else’s technical debt. Most clients add agents after seeing the first one ship.
Secure by default. Sovereign-ready.
Encryption, RBAC, audit logging + AI policy enforcement on every agent action. Australian-built, with sovereign deployment for organisations with strict data residency requirements. Cloud, on-premise, edge, or air-gapped - all on the same platform.
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 experience: a team that treats their problems as problems to solve, not scopes to defend. It’s the number we’re most proud of.
Four ways to get AI agents working.
One that actually ships into production.
Vendor agent stacks lock you to one ecosystem. DIY frameworks need 6-18 months of foundation work. Off-the-shelf vertical agents see one slice. Rayven delivers the full production foundation in 2-12 weeks - and keeps it running after.
| Capability | Rayven AI Agents Full platform + team | Vendor agent stacks Agentforce, Copilot Studio | DIY frameworks LangChain, CrewAI, AutoGen | Off-the-shelf vertical Glean, Harvey, vertical apps |
|---|---|---|---|---|
| Sees data across every system (not just one ecosystem) | ✓ | ● Their ecosystem only | ● DIY effort | ✗ Vendor’s slice only |
| AI-ready data layer from day one | ✓ | ● Varies by vendor | ✗ Engineer it yourself | ✗ Vendor schemas only |
| Bidirectional writes back to connected systems | ✓ | ● Limited to ecosystem | ● DIY integration | ✗ Analysis only |
| Connects to anything: IT, OT, IoT, files, APIs, legacy | ✓ 600+ connectors | ✗ Ecosystem only | ● Custom dev required | ✗ Cloud-only |
| Cross-system agent orchestration | ✓ | ✗ | ● DIY orchestration | ✗ |
| Secure, governed + sovereign-ready by default | ✓ Every layer, AU-sovereign | ✓ US-hosted | ● DIY | ● Varies, usually US |
| Time to first production agent | ✓ 2 - 12 weeks | ● Months | ✗ 6 - 18 months | ● Days, but narrow |
| Post-delivery support + evolution | ✓ Same team. Always. | ● Vendor roadmap | ✗ Internal resource required | ✗ Vendor roadmap |
From assessment to live production agent.
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, agent blockers + the fastest path to a working agent are all mapped in a 30-minute session. No cost. No commitment.
- Current stack audited against the five platform layers
- Agent blockers + data gaps identified
- First agent use case scoped to your environment
Solution design
Rayven architects your agent: which systems it reads from, which it writes to, what reasoning it runs, what governance applies, and where the agent surfaces to your team. Fixed scope agreed before starting.
- Integration map across your full source landscape
- Agent reasoning + action model defined
- Governance + audit policy locked in
Build + integrate
The Rayven team builds your agent on the platform - 70% is already done. Connectors deployed, data unified, agent reasoning configured + write-back wired into every connected system. You review at each stage, nothing hidden.
- All integration layers connected + tested
- Agent trained + reasoning validated on your live data
- Write-back to every connected system verified
Live + evolving
Your agent is live in production. The Rayven team monitors, manages + extends it - the same people who built it. Most clients add a second agent within three months. Your foundation grows with you.
- Production monitoring + 99.9% uptime SLA
- Ongoing optimisation by your Rayven team
- Clear pathway to additional agents + 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 agent foundation is strong, where the blockers are + what to prioritise. No sales call required to get the report.
- Scored across all five platform layers
- Personalised gap analysis included in the report
- No sales call required to receive it
Free · Takes 4 minutes · No account required
Questions about
production AI agents
What does Rayven mean by ‘AI agent’?
An AI agent is software that perceives real-time data, decides on actions, and executes those actions across your systems autonomously - within governance rules you define. Rayven agents see your unified operational data (via the AI Data Fabric), decide using 10 native AI capabilities, and write decisions back to every connected system in real-time.
How is this different from Salesforce Agentforce or Microsoft Copilot Studio?
Agentforce + Copilot Studio build agents inside their own ecosystems (Salesforce data, Microsoft data). Rayven builds agents on your ENTIRE stack - IT, OT, IoT, legacy systems, files, APIs - via 600+ connectors + custom-built ones. Your agent isn’t locked to one vendor’s data. It sees and acts across everything.
How is this different from building agents myself with LangChain, CrewAI or AutoGen?
DIY frameworks give you the orchestration code but none of the integration, data unification, governance, or operational infrastructure. You spend 6-18 months engineering the foundation before you can ship an agent. Rayven delivers all of it - in 2-12 weeks - because 70% of the platform is pre-built.
What can a Rayven agent actually DO?
Anything that involves reading data, deciding, and acting across your systems. Examples: predictive maintenance agents that close CMMS tickets autonomously; supply chain agents that raise POs before stockouts; customer-success agents that detect churn risk and trigger retention plays; operations agents that re-route workflows when conditions change. Real actions in real systems.
Do we need to replace any of our existing systems?
No. Rayven goes over the top of your existing stack. Agents read from + write to your current ERP, CRM, OT, IoT, files + APIs. Legacy equipment that was never designed for AI becomes agent-accessible without being replaced.
How quickly can we have a production agent live?
2 to 12 weeks from confirmed scope. Average across all Rayven deployments is three weeks. 70% of the platform is pre-built; the remaining 30% is configured for your specific environment + use case. Fixed scope, fixed price - 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. Agents and the data they act on can stay entirely within Australia (or a specific environment). Cloud, on-premise, edge, and air-gapped deployments are all supported on the same platform.
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 - no sales pitch attached.
Book my free assessment
Map your agent foundation.
No cost. No commitment.
A senior Rayven engineer reviews your stack, identifies your agent blockers + maps the fastest path to a production agent live on your business - in a 30-minute session with no conditions attached.
Get my agent 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.