MinIO integration that reaches the systems other tools can't.
Connect MinIO to your OT, IoT, apps + operational systems in real-time. Stream live data into your self-hosted S3 object store, and make lake data and AI actionable back in the operation.
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Live demo · Claude querying MinIO + ops via Rayven MCP
Trusted by 240+ teams across Australia + globally
MinIO is brilliant at what it does. Useless at everything else your data + AI needs to touch.
MinIO gives you sovereign, high-performance object storage, but the real-time operational data is written by hand-built scripts, machine signals land late, and the query engines and models reading the buckets run on stale data.
The integration tool you've already tried probably can't fix it.
App-to-app. Useful, until it isn't.
Connectors for MinIO, Slack + a thousand other cloud apps. Cheap + fast for the easy half of integration. Where they hit a wall:
- OT + IoT sources whose real-time streams need writing into buckets, not manual uploads
- ERP, MES and operational apps that hold the business context lake analytics need
- Edge and remote sites that must buffer and stream telemetry into local MinIO over intermittent links
- Query engines and AI/ML workloads reading MinIO that depend on complete, current operational data
OT, IoT, apps, streaming + AI. 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.
- MinIO + every OT, IoT and streaming data source
- OT/IoT, databases, streaming, files, ERP + 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
MinIO + Rayven: AI, automation + tools that reach every system you run.
5 examples of what Rayven customers run on MinIO + integrated systems. Built in weeks, not months.
Real-time data lands in MinIO
Rayven streams SCADA, historian and sensor data into MinIO buckets as Parquet through the S3 API, via OPC-UA, MQTT and CDC. Machine data lands in real-time on your own storage, no hand-built upload script required.
Business context joins the store
Orders, assets and master data from ERP and apps land in MinIO buckets, so query engines read machine data with its business context, not in isolation.
Models on MinIO act live
Predictions from AI/ML workloads reading MinIO push back to alerts, work orders and AI agents via Rayven MCP, so results on your own storage drive a live decision.
Sovereign edge buffering
Edge and remote sites buffer and stream telemetry into a local MinIO instance over intermittent links, so operational data stays sovereign and no event is lost before it lands.
Query engines read current data
Engines like Dremio and Starburst read MinIO buckets as query-able tables, so federated and lakehouse queries run on current operational data.
Integration is the start with Rayven.
Here's what comes with it.
Rayven isn't just a MinIO connector. It's the operational software platform underneath - so once MinIO is connected, four more capabilities come online by default.
AI-ready data layer (AI Data Fabric)
MinIO 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 MinIO and every other connected system. Your AI stops guessing - cites real MinIO records + numbers.
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Automation + AI agents
Workflows + AI agents act on MinIO 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 MinIO data. No separate BI tool, no separate dev stack.
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All on top of your existing stack. No rip + replace. MinIO stays MinIO. Rayven works on what you've already built. Specifically tuned for real-time OT ingestion into self-hosted MinIO buckets at the edge with S3 policies preserved.
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.
MinIO 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 MinIO's self-hosted S3 object store.
Rayven streams OT, IoT and app data into MinIO buckets through the S3 API, with IAM-style policies preserved and bucket notifications wired in. Edge and on-premise ingestion lands machine data in real-time, and predictions from models reading MinIO sync back to operations and AI agents.
We stay after go-live.
No handoff. No disappearing. Rayven is a long-term partner when your MinIO 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 MinIO data needs to live. Your residency, your rules, your local compliance environment.
The questions MinIO admins, RevOps + IT ask first.
If you're evaluating Rayven for MinIO integration, these are the things worth knowing before booking a call.
The 30-minute call covers
- Your MinIO + 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 MinIO integration?
MinIO integration connects your self-hosted object store to the real-time operational systems that feed it - OT, IoT, ERP and edge sources - so live data lands in buckets and lake insights act back in operations. Rayven delivers this as an AI data fabric, not a single-purpose connector, and is not a data lake itself.
Does Rayven replace MinIO?
No. Rayven does not replace MinIO and is not a data lake. Rayven is the real-time AI data fabric that sits alongside MinIO - streaming operational data into your buckets, and activating that data and AI in operations. MinIO stays your storage layer; Rayven feeds and activates it.
Can Rayven land OT data in MinIO at the edge + on-premise?
Yes. Rayven ingests OT via OPC-UA, MQTT and Modbus and writes it into a local or on-premise MinIO instance through the S3 API, keeping operational data sovereign. Sovereign, edge and hybrid deployment is supported. See the Rayven Platform.
How does Rayven make MinIO data query-able + actionable?
Rayven lands operational data as Parquet in MinIO buckets so query engines like Dremio and Starburst read it directly, then pushes results and predictions back to operations via Rayven MCP.
How long does MinIO integration take with Rayven?
Most MinIO integrations go live in 2-12 weeks. A single OT-to-MinIO stream runs in 2-3 weeks; a full fabric that lands operational data and activates lake AI runs 6-12 weeks. Choose DIY, done-for-you or hybrid delivery.
What are the technical specifics of MinIO integration with Rayven?
Rayven connects to MinIO through its S3-compatible API, authenticating with access and secret keys under IAM-style policies. Real-time operational data - OT, IoT, historian and app events - is ingested via OPC-UA, MQTT, Modbus and CDC, then written into buckets as Parquet so query engines and AI/ML workloads read it the moment it lands rather than after a hand-built upload. Bucket and prefix layout, object versioning and IAM-style access policies are respected and preserved end-to-end. Bucket notifications via webhooks or Kafka drive downstream processing, and high-volume writes are managed through batching and back-pressure. Because MinIO is self-hosted, operational data stays sovereign at the edge, on-premise or in your own cloud. Query engines like Dremio and Starburst read the buckets directly, and predictions push back into operations and AI agents via Rayven MCP. Validated against MinIO on-premise, at the edge and in private and public cloud. Rayven complements MinIO; it is not a data lake and does not replace it.
MinIO + 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.