OpenAI integration that reaches the systems other tools can't.
Connect OpenAI to every OT, IoT, app + operational system your models and agents run on. Ground GPT, embeddings and Assistants in live operational data, and push their outputs into the systems that act.
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Live demo · Claude querying OpenAI + ops via Rayven MCP
Trusted by 240+ teams across Australia + globally
OpenAI is brilliant at what it does. Useless at everything else your data + AI needs to touch.
Prompts and RAG pipelines run on stale extracts, embeddings drift against live operations, and GPT outputs never make it past a notebook into the systems that act.
The integration tool you've already tried probably can't fix it.
App-to-app. Useful, until it isn't.
Connectors for OpenAI, 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/historian data that should ground prompts and RAG in live operations
- ERP, work-order and field apps that model and agent outputs should write back into
- Databases, data lakes and warehouses holding the enterprise context embeddings need
- Streaming event sources that should trigger Assistants and function calls in real-time
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.
- OpenAI + 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
OpenAI + Rayven: AI, automation + tools that reach every system you run.
5 examples of what Rayven customers run on OpenAI + integrated systems. Built in weeks, not months.
Ground prompts in live operations
Real-time OT, IoT, SCADA and app data streams into OpenAI as RAG context and function inputs, so GPT answers on what is happening now, not a nightly export.
Turn model output into action
GPT and Assistants outputs post straight into ERP, work orders and field apps as records and tasks, so a recommendation becomes a real-time action.
Event-triggered agents
Threshold breaches, state changes and new records trigger Assistants and function calls in real-time, with the live context they need already attached.
Live embeddings, not stale ones
Documents, tickets and operational records stream into an embedding pipeline so vector search reflects current reality, not last quarter's snapshot.
Outputs where teams work
Summaries, classifications and agent decisions surface in operational dashboards, portals and conversational interfaces where people act on them.
Integration is the start with Rayven.
Here's what comes with it.
Rayven isn't just a OpenAI connector. It's the operational software platform underneath - so once OpenAI is connected, four more capabilities come online by default.
AI-ready data layer (AI Data Fabric)
OpenAI data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.
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Live AI access (Rayven MCP)
Claude, ChatGPT + Gemini get live, governed access to OpenAI and every other connected system. Your AI stops guessing - cites real OpenAI records + numbers.
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Automation + AI agents
Workflows + AI agents act on OpenAI data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.
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Custom apps + portals
Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated OpenAI data. No separate BI tool, no separate dev stack.
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All on top of your existing stack. No rip + replace. OpenAI stays OpenAI. Rayven works on what you've already built. Specifically tuned for OpenAI rate-limit handling, live RAG grounding and output writeback into operational systems.
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.
Pick the right tool for your stack.
OpenAI integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.
The integration is the easy bit.
The platform + team behind it is the difference.
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.
Built for OpenAI's Assistants and tool-use model.
Rayven calls OpenAI's REST API with managed rate-limit handling, retries and token budgeting, streaming live operational data in as RAG context, embeddings and function-call inputs. Outputs route back to operational endpoints as records and tasks, so GPT drives real-time actions rather than notebook demos.
We stay after go-live.
No handoff. No disappearing. Rayven is a long-term partner when your OpenAI evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.
Hosted your way, where you need.
Deploy as cloud, private cloud + on-premise - in Australia, the US, the UK, or anywhere else your OpenAI data needs to live. Your residency, your rules, your local compliance environment.
The questions OpenAI admins, RevOps + IT ask first.
If you're evaluating Rayven for OpenAI integration, these are the things worth knowing before booking a call.
The 30-minute call covers
- Your OpenAI + 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 OpenAI integration?
OpenAI integration connects the OpenAI API to your operational stack - OT, IoT, ERP, apps and data platforms - so models are grounded in live data and their outputs reach the systems that act. Rayven delivers it as part of an AI data fabric, not a single-purpose connector.
How does Rayven connect OpenAI to other systems?
Rayven calls the OpenAI REST API with your key and streams live operational data in as context, embeddings and function inputs, then writes GPT and Assistants outputs back to target systems. See the Rayven Platform for how the layers fit together.
What can I ground OpenAI models on with Rayven?
Real-time OT, IoT, SCADA, ERP, app and database data - via 1,228+ connectors, OPC-UA, MQTT, CDC and API - so prompts, RAG and agents reason on current operations. Rayven also connects data warehouses and lakes for historical context.
Does Rayven replace OpenAI?
No. Rayven is not an AI platform and does not replace OpenAI - it is the real-time AI data fabric that grounds your OpenAI models in live operational data and operationalises their outputs. Your models and prompts stay in OpenAI; Rayven feeds them and acts on what they return.
What are common OpenAI integration use cases?
Grounding GPT and Assistants in live operations, event-triggered agents, live embedding pipelines and pushing model output into ERP and work orders. See the automations above for specifics.
What are the technical specifics of OpenAI API Platform integration with Rayven?
Rayven integrates the OpenAI REST API using your API key, handling chat completions, the Assistants API, embeddings and image and audio endpoints as first-class flows. Per-key rate limits and token budgets are managed through batching, queuing and back-pressure so high-volume inference never throttles out. Live operational data - OT, IoT, SCADA, ERP and app events - streams in as RAG context, embedding inputs and function-call arguments via 1,228+ connectors, OPC-UA, MQTT, CDC and API. Model outputs write back to operational targets like ERP, work orders, apps and dashboards with field-level mapping. Function-calling and Assistants tool calls are wired to real Rayven actions, not stubs. Retrieval indexes rebuild from live sources so embeddings never drift from current operations. Validated against the OpenAI chat, embeddings and Assistants endpoints, Rayven stays the AI data fabric around OpenAI - it never becomes or replaces your model platform.
OpenAI + 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.