AWS INTEGRATION · BUILT FOR EVERYTHING ELSE

AWS integration that reaches the systems other tools can't.

Connect AWS Lake Formation to your OT, IoT, apps + operational systems in real-time. Stream live data into your governed S3 lake, and make lake data and AI actionable back in the operation.

Get my AWS integration plan → Talk to us

★★★★★5/5 · 140+ reviews Australian-built 99.9% platform uptime

Live demo · Claude querying AWS + ops via Rayven MCP

What's the status of the OT, IoT + Kinesis → S3 lake + Glue Catalog flow today?

All flowing. Operational data lands governed in S3 is live. No blockers flagged.

OT, IoT + KinesisS3 lake + Glue Catalog

Trusted by 240+ teams across Australia + globally

THE REALITY

AWS is brilliant at what it does. Useless at everything else your data + AI needs to touch.

Operational data reaches the S3 lake through hand-built ingestion and scheduled Glue jobs, real-time machine data lands late, and the governed catalog is missing exactly the operational sources the business runs on.

The integration tool you've already tried probably can't fix it.

What Zapier + iPaaS reach

App-to-app. Useful, until it isn't.

Connectors for AWS, 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 Kinesis or direct S3 ingestion, not batch files
ERP, MES and operational apps outside AWS that hold the business context
Edge and plant sites streaming telemetry into S3 over intermittent links
Glue Data Catalog tables and Lake Formation permissions that must extend to non-AWS operational data

What Rayven reaches

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.

AWS + 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

WHAT YOU CAN BUILD

AWS + Rayven: AI, automation + tools that reach every system you run.

5 examples of what Rayven customers run on AWS + integrated systems. Built in weeks, not months.

OT, IoT + Kinesis → S3 lake + Glue Catalog

Operational data lands governed in S3

Rayven streams SCADA, historian and sensor data into your Amazon S3 lake via OPC-UA, MQTT and CDC, registered in the Glue Data Catalog with Lake Formation permissions applied. Machine data lands in real-time, governed from the first byte.

Top 5 accounts trending toward churn?

5 flagged. Usage drop + support backlog + late renewal. Owners notified.

AWSOT, IoT + KinesisS3 lake + Glue Catalog

ERP + operational apps → Lake Formation

Business context joins the lake

Orders, assets and master data from ERP and apps outside AWS flow into the S3 lake, so Athena and EMR read machine data with its business context, not without it.

Which won deals are stuck pre-invoice?

3 stuck. 2 drafts in accounting, 1 awaiting PO. Auto-finalise?

AWSERP + operational appsLake Formation

Lake Formation → Operations + AI agents

Predictions act in the operation

Predictions from Athena and SageMaker on the lake push back to alerts, work orders and AI agents via Rayven MCP, so lake insight reaches the operation instead of stopping at a query.

Status check - is everything in sync?

All current. Last sync 38 seconds ago, no backlog.

AWSLake FormationOperations + AI agents

Edge sites → S3 lake

Edge telemetry streams to the lake

Remote plants and sites buffer and stream telemetry into S3 over intermittent links, so no operational event is lost before it reaches the lake and the models that depend on it.

Anything that needs my attention right now?

3 items. 1 deal stuck, 1 account flagged, 1 task overdue.

AWSEdge sitesS3 lake

Lake Formation → Redshift + Athena

Governed data serves query engines

Catalogued, permissioned data serves Redshift Spectrum and Athena downstream, so the same governed operational data feeds BI and the data warehouse consistently.

Snapshot of activity in the last 24 hrs?

47 events processed. 0 errors, 2 retries, all current.

AWSLake FormationRedshift + Athena

BEYOND INTEGRATION

Integration is the start with Rayven.
Here's what comes with it.

Rayven isn't just a AWS connector. It's the operational software platform underneath - so once AWS is connected, four more capabilities come online by default.

AI-ready data layer (AI Data Fabric)

AWS data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.
Learn more →

Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to AWS and every other connected system. Your AI stops guessing - cites real AWS records + numbers.
Learn more →

Automation + AI agents

Workflows + AI agents act on AWS data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.
Learn more →

Custom apps + portals

Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated AWS data. No separate BI tool, no separate dev stack.
Learn more →

All on top of your existing stack. No rip + replace. AWS stays AWS. Rayven works on what you've already built. Specifically tuned for real-time S3 ingestion with Glue Data Catalog registration and Lake Formation permissions preserved.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

AI Agents

Predictive AI + ML

Conversational AI

Real-time Training

AI-led Execution

Multimodal AI

Anomaly Detection

Forecasting

Vision + Edge

Gen AI Summaries

AWS INTEGRATION · WHICH PATH

Pick the right tool for your stack.

AWS integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

AWS to other cloud apps

Yes

Best in class

Yes

DIY effort

AWS to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

Real-time, tier-aware + rate-limit-safe

Yes

Throttled / paid

Yes

Hard to get right

Governed real-time ingestion into an S3 lake

Built in

No streaming ingest

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

The integration is the easy bit.
The platform + team behind it is the difference.

99.9% platform uptime

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.

S3 + GLUE CATALOG GOVERNANCE

Built for Lake Formation permissions + Glue Catalog.

Rayven streams OT, IoT and app data into your Amazon S3 lake through Lake Formation and Glue REST APIs, with IAM and fine-grained permissions preserved. Kinesis and direct S3 ingestion land machine data in real-time, registered in the Glue Data Catalog and synced back to AI agents.

5/5 · 140+ REVIEWS

We stay after go-live.

No handoff. No disappearing. Rayven is a long-term partner when your AWS evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.

DEPLOY HOW YOU WANT

Hosted your way, where you need.

Deploy as cloud, private cloud + on-premise - in Australia, the US, the UK, or anywhere else your AWS data needs to live. Your residency, your rules, your local compliance environment.

FAQS

The questions AWS admins, RevOps + IT ask first.

If you're evaluating Rayven for AWS integration, these are the things worth knowing before booking a call.

The 30-minute call covers

Your AWS + 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 AWS Lake Formation integration?

AWS Lake Formation integration connects your governed S3 lake to the real-time operational systems that feed it - OT, IoT, ERP and edge sources - so live data lands catalogued and permissioned, 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 AWS Lake Formation?

No. Rayven does not replace Lake Formation and is not a data lake. Rayven is the real-time AI data fabric that sits alongside your S3 lake - streaming operational data in, registering it in the Glue Data Catalog, and activating lake data and AI in operations. Lake Formation stays your governance layer; Rayven feeds and activates it.

How does Rayven land real-time data in an S3 lake?

Rayven ingests OT and IoT via OPC-UA, MQTT and CDC through the integration layer, streams it into S3 via Kinesis or direct writes, and registers it in the Glue Data Catalog with Lake Formation permissions. It also connects databases, ERP and files.

Can Lake Formation permissions extend to non-AWS operational data?

Yes. Rayven lands operational data from outside AWS - on-premise OT, ERP and edge sources - into the S3 lake, registered in the Glue Data Catalog so Lake Formation's fine-grained permissions govern it exactly like native data. See the Rayven Platform.

How long does AWS Lake Formation integration take with Rayven?

Most Lake Formation integrations go live in 2-12 weeks. A single OT-to-S3 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 AWS Lake Formation integration with Rayven?

Rayven connects through the Lake Formation and Glue REST and SDK APIs, authenticating with IAM roles and Lake Formation permissions. Real-time operational data - OT, IoT, historian and app events - is ingested via OPC-UA, MQTT and CDC, then streamed into Amazon S3 through Kinesis or direct writes and registered in the Glue Data Catalog so it is query-able the moment it lands. Table schemas and partitions are discovered or declared, and fine-grained column and row permissions layered over IAM are preserved end-to-end. Cross-account access uses resource links. High-volume streams are managed through batching and back-pressure so ingestion never throttles. Non-AWS sources - on-premise ERP, databases and files - land through the same fabric and inherit Lake Formation governance. Athena and SageMaker predictions push back into operations and AI agents via Rayven MCP, and catalogued data serves the data warehouse downstream. Validated against Lake Formation with the Glue Data Catalog. Rayven complements Lake Formation; it is not a data lake and does not replace it.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

AWS integration that reaches the systems other tools can't.

AWS is brilliant at what it does. Useless at everything else your data + AI needs to touch.

App-to-app. Useful, until it isn't.

OT, IoT, apps, streaming + AI. One platform.

AWS + Rayven: AI, automation + tools that reach every system you run.

Operational data lands governed in S3

Business context joins the lake

Predictions act in the operation

Edge telemetry streams to the lake

Governed data serves query engines

Integration is the start with Rayven.
Here's what comes with it.

AI-ready data layer (AI Data Fabric)

Live AI access (Rayven MCP)

Automation + AI agents

Custom apps + portals

Rayven is a five-layer platform ALL your integrations + much more
can run on.

Pick the right tool for your stack.

The integration is the easy bit.
The platform + team behind it is the difference.

Platform + team. One commercial.

Built for Lake Formation permissions + Glue Catalog.

We stay after go-live.

Hosted your way, where you need.

The questions AWS admins, RevOps + IT ask first.

The 30-minute call covers

What is AWS Lake Formation integration?

Does Rayven replace AWS Lake Formation?

How does Rayven land real-time data in an S3 lake?

Can Lake Formation permissions extend to non-AWS operational data?

How long does AWS Lake Formation integration take with Rayven?

What are the technical specifics of AWS Lake Formation integration with Rayven?

AWS + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

AWS integration that reaches the systems other tools can't.

AWS is brilliant at what it does. Useless at everything else your data + AI needs to touch.

App-to-app. Useful, until it isn't.

OT, IoT, apps, streaming + AI. One platform.

AWS + Rayven: AI, automation + tools that reach every system you run.

Operational data lands governed in S3

Business context joins the lake

Predictions act in the operation

Edge telemetry streams to the lake

Governed data serves query engines

Integration is the start with Rayven.Here's what comes with it.

AI-ready data layer (AI Data Fabric)

Live AI access (Rayven MCP)

Automation + AI agents

Custom apps + portals

Rayven is a five-layer platform ALL your integrations + much morecan run on.

Pick the right tool for your stack.

The integration is the easy bit.The platform + team behind it is the difference.

Platform + team. One commercial.

Built for Lake Formation permissions + Glue Catalog.

We stay after go-live.

Hosted your way, where you need.

The questions AWS admins, RevOps + IT ask first.

The 30-minute call covers

What is AWS Lake Formation integration?

Does Rayven replace AWS Lake Formation?

How does Rayven land real-time data in an S3 lake?

Can Lake Formation permissions extend to non-AWS operational data?

How long does AWS Lake Formation integration take with Rayven?

What are the technical specifics of AWS Lake Formation integration with Rayven?

AWS + AI integration.In weeks, not months.

Integration is the start with Rayven.
Here's what comes with it.

Rayven is a five-layer platform ALL your integrations + much more
can run on.

The integration is the easy bit.
The platform + team behind it is the difference.

AWS + AI integration.
In weeks, not months.