AI agents that actually run your business. Not just chat about it.
Rayven MCP gives Claude, ChatGPT + Gemini live, governed access to every system you operate - SaaS, OT, IoT, legacy databases, files, the lot. Live AI on live data, in weeks. Not months.
Your AI is having confident expensive opinions about a business it can't see.
Every AI agent in your business is doing the same thing right now: reading your prompt, then guessing. It can't see live operations, real customer status, asset health, delivery schedule, or contractor list. It has no MCP into any of them - and off-the-shelf MCPs only cover SaaS.
Same question. Two universes apart.
CFO asksWhich contracts are at risk of slipping this quarter?
‘There are several factors that typically contribute to contract slippage, including resourcing pressures, scope changes, and supplier dependencies. To identify specific contracts at risk, you would want to review your project tracking system...’
No data. No specifics. No answer.
CFO asksWhich contracts are at risk of slipping this quarter?
Three contracts at risk. #4471 - milestone overdue by 11 days, margin tracking 8% below plan. #4502 - supplier delivery slipped 2 weeks, downstream commissioning impact. #5018 - scope variance flagged Friday, awaiting decision. Want me to draft the escalation summary?
Get your MCP readiness plan in 30 minutes.
Book a 30-min call with a Rayven engineer. You walk away with a tailored, named scoping plan in your inbox within one business day. Here's what's in it.
A scoped MCP architecture for your stack
Mapped against your existing systems. The connectors you'd need, the data we'd unify, the AI tools you'd plug in.
The systems to bring in first
Sequenced by value + ease. Most clients see useful AI by week 3 from the right starting point.
Real time, scope + delivery estimate
From real deployments. Not guesswork. You know what it costs in weeks before you commit a dollar.
An honest fit assessment
We'll tell you straight if Rayven isn't right. You leave the call with a plan, not a pitch.
Tell us about your project
30-min call · No pitch · Tailored plan within 1 business day.
No spam. No sales pitch. By submitting you agree to our Privacy Policy.
Suddenly your AI agents can actually do the job.
Rayven MCP bridges every system you run to the AI assistants your team already uses - SaaS, OT, IoT, legacy, files - then exposes the lot as governed, contextualised data Claude, ChatGPT or Gemini can query directly.
Here's what comes online the moment Rayven MCP goes live.
Pull live KPIs across every system
OEE, fill rate, contract margin, fleet utilisation - AI cites the actual number from the actual source.
Spot problems before they escalate
Trend-aware queries across sensor data, transaction logs, contract milestones - flagged automatically.
Cross-reference unjoinable data
CRM + OT + finance + field - one answer. Rayven's UID layer joins what AI thought couldn't be joined.
Take action, not just describe one
Trigger workflows, create work orders, log inspections, escalate alerts - directly from the conversation.
Generate reports from live data
Board pack, weekly ops report, compliance summary - in seconds, from current data, not last month's snapshot.
Right scope. Right person. Always.
Site-, region-, role-scoped answers. A plant manager sees their plant. An executive sees the portfolio.
Rayven isn't an MCP connector. It's the full data architecture beneath one.
Most ‘MCPs’ wrap one tool’s API. Rayven is the complete pipeline - ingesting, storing, contextualising, governing, then exposing through MCP. Five stages your AI never has to think about.
Connect
600+ connectors. SaaS, OT, IoT, legacy, files - including systems no other MCP can reach.
Store
MySQL for entities, Cassandra for time-series. Indexed by UID for instant retrieval.
Contextualise
Raw values become facts. Thresholds, history, status, meaning - applied automatically before AI sees them.
The USPGovern
MCP server with role-based access, audit trail, SSO, AES-256. Read + write.
AI queries
Claude, ChatGPT, Gemini, or any MCP client - in natural language, in production.
No other MCP does this.
This is the difference.
Most MCPs hand AI raw values and hope it figures out the rest. Rayven applies UID linking, normalisation, threshold logic, temporal history, and pre-composed meaning before the AI ever sees the data. So the answer is right - the first time, every time.
A number. No asset, no unit, no threshold, no history. Useless to AI.
Having all our operational data at your fingertips gives us instant visibility of how things are performing.
An MCP is the easy part. Rayven is the platform + team that delivers it.
Lots of vendors will sell you a connector. Rayven is the operational software company behind it - Australian-built, Australian-delivered, with 240+ deployments already live.
Platform + team. One commercial.
Not five vendors stitched together with a sales pitch. Rayven is the platform AND the Australia-based expert team that builds, deploys + supports it - on one commercial arrangement. No consultancy add-on, no licence stacking, no finger-pointing.
30% built specifically around your business.
Most of the heavy lifting is already done. Rayven configures the last 30% to your stack, your data, your operations - so what goes live actually fits how you work. That's why deployments take weeks, not 12 months.
We stay after go-live.
No handoff. No disappearing. Rayven is a long-term partner that's still there when your business evolves, your needs change, or you want to push further. 24/7 support. Same team, same platform, same commercial.
Built here. Delivered here. Hosted where you need.
Designed and delivered out of Australia by an Australia-based team. Deploy as SaaS, private cloud, or sovereign-hosted for government + regulated workloads. Your data, your residency, your rules.
Score your MCP readiness in 4 minutes. No call.
Pulse is Rayven's self-serve readiness tool. 8 quick questions about your stack, your data, your users + your timeline. You get a tailored radar-chart report emailed instantly - across the 5 dimensions that matter for AI delivery.
- Free, instant, no human commitment
- Tailored radar report across 5 readiness dimensions
- Use it to scope it yourself - or refine it with our team after
Most MCPs were built for one tool. Rayven is built for your business.
Plenty of vendors now offer ‘an MCP’. Almost all connect one SaaS tool to one AI assistant - the easy half. Here’s how Rayven compares against the alternatives on the table.
From first call to AI agents that actually fit your business - in weeks.
Not a 12-month transformation programme. Not a project that quietly stops working after handover. Rayven's Australia-based expert team scopes, integrates, contextualises and rolls out - with you in the conversation throughout.
Week 1Scope + design
30-minute discovery call. We map your systems, your data, the agents you want, and the use cases that matter first.
Week 2-3Connect + contextualise
Rayven's team plugs into your stack. Data normalised. UID linking applied. Context configured for AI readiness.
Week 4-6MCP + governance live
MCP server exposed. RBAC + audit configured against your identity provider. AI agents querying live data.
Week 6-12Scale + extend
Add use cases. Add agents. Expand systems. Same foundation. Rayven team stays for support + ongoing builds.
The questions IT, digital + data leaders ask first.
If you're evaluating Rayven MCP, these are the things you actually want answered before booking a call. No marketing fluff.
What we cover in the 30-min call
- Your current stack + data architecture
- Which systems we'd connect first + why
- Live walk-through of Rayven MCP working
- Time, scope + delivery estimate for your scenario
- Honest read on whether Rayven's the right fit
We already use Claude / ChatGPT / Gemini. Does this work with them?
Yes - all three. Rayven MCP is a standard MCP server, the same protocol Claude (Anthropic), ChatGPT (OpenAI), and Gemini (Google) all consume. Anything you've already set up keeps working. We just give those assistants live access to data they couldn't previously reach.
Most of our critical data is in OT, SCADA + legacy stack. Can Rayven actually connect to those?
This is exactly what Rayven is built for. 600+ pre-built connectors cover OPC-UA, Modbus, BACnet, DNP3, SNMP, MQTT, Kafka, plus legacy SQL/JDBC, files, FTP, custom APIs and more. If we don't already have a connector, we build it - and you keep it.
What does the security + governance model look like?
Role-based access on every record. Every MCP tool call is logged with user identity, timestamp + data accessed. AES-256 at rest, TLS in transit. SSO, SAML 2.0, AD integration. Deploy as SaaS, private cloud, or on-premise. Australian sovereign deployment available.
How long until our AI agents are actually using it?
Most deployments are live in 2 to 12 weeks. Platform average is 3 weeks to first working solution. Compared to the 6-to-18-month industry standard for connecting AI to operational data, that's around 66% faster than internal development.
Do we need an internal team to deploy and maintain this?
No. Rayven is delivered by an Australia-based expert team that handles scoping, integration, contextualisation, and ongoing support. Three delivery models - DIY, Done-for-You, Hybrid. White-label available across all three. We stay after go-live.
How is this different from the MCPs that ship with individual SaaS tools?
Most MCPs are one-tool-one-connection. They expose Salesforce to AI, or HubSpot to AI. They don't unify, contextualise, or reach OT or legacy. Rayven gives your AI one MCP endpoint for everything - across SaaS, OT, IoT, databases, files - all contextualised, governed + queryable as one operational picture.
What about our data residency requirements?
Rayven is Australian-built and Australian-delivered, with sovereign deployment available. The platform runs in your environment - your data never leaves your infrastructure unless you choose it to. AU-based hosting available for regulated and government workloads.
What's the actual commitment to get started?
A 30-minute call. No pitch. We come back within one business day with a tailored MCP readiness plan: what's reachable, what to bring in first, time, scope, and an honest read on whether Rayven is the right answer. From there, you decide.
Book the 30-minute call. Walk away with a real plan.
Tell us about your stack + what you'd want Claude, ChatGPT or Gemini to do for your team. Tailored MCP readiness plan in your inbox within one business day.
- A scoped MCP architecture for your data + systems to bring in first
- Time, scope + delivery estimate from real deployments
- Honest read on whether Rayven is right for what you want to build
- Direct line to the engineer who'd run your project
Get my MCP readiness plan
Quick details. Tailored scoping plan within 1 business day.
By submitting you agree to our Privacy Policy. No spam. No newsletter sign-ups.