METALLURGICAL INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Q: How does Rayven connect Metallurgical Systems to other systems?

Rayven ingests plant historian and [SCADA](/solutions/data-integration-platform/scada-integration) data and LIMS assay results via API and database access for real-time bidirectional sync. Flows, grades, assays and reconciled recoveries all flow as first-class integration events. See [the Rayven Platform](/platform) for how the integration and data layers fit together.

Connect Metallurgical Systems to every plant historian, SCADA, quality system + AI agent your process runs on. Turn real-time mass balance, grades and recoveries into AI-ready production data.

Get my Metallurgical integration plan → Talk to us

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

Live demo · Claude querying Metallurgical + ops via Rayven MCP

What's the status of the Plant historian + SCADA → Metallurgical Systems flow today?

All flowing. Plant data feeds the mass balance is live. No blockers flagged.

Plant historian + SCADAMetallurgical Systems

Trusted by 240+ teams across Australia + globally

THE REALITY

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

Metallurgical Intelligence reconciles the plant in real-time, but assays arrive from LIMS by hand, ERP reconciles on a batch, and AI has no unified view of recovery or grade across the flowsheet.

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

What Zapier + iPaaS reach

SaaS-to-SaaS. Useful, until it isn't.

Connectors for Metallurgical, Slack + a thousand other SaaS apps. Cheap + fast for the easy half of integration. Where they hit a wall:

Plant historians and SCADA whose flow, grade and assay data feed the mass balance
ERP and metallurgical-accounting systems needing reconciled production and recovery figures
LIMS and quality systems holding assay and lab results outside the balance
Maintenance and CMMS systems needing equipment status affecting the process
Data warehouses and AI agents needing live recovery, grade and throughput signals

What Rayven reaches

ERP, SCADA, quality, historians + 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.

Metallurgical + every ERP, SCADA and quality system
ERP, OPC-UA, SCADA, historians, quality + 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

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

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

Plant historian + SCADA → Metallurgical Systems

Plant data feeds the mass balance

Flows, grades and set-points from plant historians and SCADA feed Metallurgical Intelligence, so the mass balance reconciles on live data rather than end-of-shift readings.

Top 5 accounts trending toward churn?

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

MetallurgicalPlant historianProduct DB

LIMS + quality → Metallurgical Systems

Assays complete the balance

Assay and lab results from LIMS and quality systems flow into the balance, so recoveries and grades reconcile against real sample data.

Snapshot of activity in the last 24 hrs?

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

MetallurgicalLIMS + quality

Metallurgical Systems → ERP + planning

Reconciled production posts to planning

Reconciled tonnes, grades and recoveries post to ERP continuously, so metallurgical accounting and planning share one figure.

Reconcile this month's pipeline + finance.

$1.82M aligned, $48k variance flagged. Owners notified.

MetallurgicalERP + planningSAP

Metallurgical Systems → Maintenance + CMMS

Process status reaches maintenance

Equipment and process status affecting recovery syncs to maintenance systems, so reliability sees the metallurgical impact of downtime.

Anything that needs my attention right now?

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

MetallurgicalMaintenance + CMMS

Metallurgical Systems → Industrial AI Data Fabric

Metallurgical data, AI-ready

Every reconciled balance, grade and recovery streams into Rayven's Industrial AI Data Fabric. AI agents query live recovery, grade and throughput across the flowsheet.

Snapshot of activity in the last 24 hrs?

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

MetallurgicalIndustrial AI Data Fab

BEYOND INTEGRATION

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

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

AI-ready data layer (AI Data Fabric)

Metallurgical 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 Metallurgical and every other connected system. Your AI stops guessing - cites real Metallurgical records + numbers.
Learn more →

Automation + AI agents

Workflows + AI agents act on Metallurgical 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 Metallurgical data. No separate BI tool, no separate dev stack.
Learn more →

All on top of your existing stack. No rip + replace. Metallurgical stays Metallurgical. Rayven works on what you've already built. Specifically tuned for Metallurgical Intelligence mass balance reconciled from live historian and LIMS data.

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

METALLURGICAL INTEGRATION · WHICH PATH

Pick the right tool for your stack.

Metallurgical 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

Metallurgical to other SaaS

Yes

Best in class

Yes

DIY effort

Metallurgical to OT / SCADA / IoT

Yes

Custom build

Months of work

Metallurgical 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

Metallurgical mass-balance and assay reconciliation sync

Built in

No process data

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.

MASS-BALANCE RECONCILIATION NATIVE

Built for Metallurgical Intelligence's model.

Rayven handles Metallurgical Systems' historian and SCADA ingestion, LIMS assay feeds and the mass-balance engine natively via API and database access. Real-time grade, recovery and reconciliation sync posts metallurgical accounting into ERP, quality and AI.

5/5 · 140+ REVIEWS

We stay after go-live.

No handoff. No disappearing. Rayven is a long-term partner when your Metallurgical 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 Metallurgical data needs to live. Your residency, your rules, your local compliance environment.

FAQS

The questions Metallurgical admins, RevOps + IT ask first.

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

The 30-minute call covers

Your Metallurgical + 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 Metallurgical Systems integration?

Metallurgical Systems integration is the practice of connecting Metallurgical Intelligence to the rest of your operation - plant historians, ERP, quality and AI - so mass balance, grades and recoveries are visible everywhere they matter. Rayven delivers it as part of an Industrial AI Data Fabric, not a single-purpose connector.

How does Rayven connect Metallurgical Systems to other systems?

Rayven ingests plant historian and SCADA data and LIMS assay results via API and database access for real-time bidirectional sync. Flows, grades, assays and reconciled recoveries all flow as first-class integration events. See the Rayven Platform for how the integration and data layers fit together.

What systems can Rayven connect Metallurgical Systems to?

Rayven connects Metallurgical Systems to 1,228+ systems including plant historians, SCADA, LIMS, ERP and sibling tools like Foodmach and AITS. Custom integrations are part of done-for-you delivery.

Does Rayven replace Metallurgical Systems?

No. Rayven connects and orchestrates Metallurgical Systems; it does not replace it and does not run the control layer below it. Metallurgical Intelligence keeps reconciling the plant, while Rayven lifts grades, recoveries and balances into an Industrial AI Data Fabric and ties them to ERP and AI. Read more in how Rayven works.

How long does Metallurgical Systems integration take with Rayven?

Most Metallurgical Systems integrations go live in 2-12 weeks. A single historian-to-balance or balance-to-ERP flow runs in 2-4 weeks; a full process fabric with LIMS, ERP and AI runs 6-12 weeks. Choose DIY, done-for-you or hybrid delivery.

Metallurgical Intelligence already reconciles the plant. Why does Rayven add value on top?

Metallurgical Intelligence reconciles the flowsheet in real-time. Rayven adds value by feeding it live LIMS assays, posting reconciled figures to ERP and making grade and recovery data available to AI across the operation. Rayven complements Metallurgical Systems. See the Rayven Platform.

What are the technical specifics of Metallurgical Systems integration with Rayven?

Rayven integrates Metallurgical Systems by ingesting plant historian and SCADA data at high frequency and LIMS assay results through API and database access, with credential-based authentication, into the same real-time layer as Metallurgical Intelligence. Flows, grades, set-points, assays, reconciled tonnes and recoveries are preserved with field-level mapping into ERP, SCADA and quality targets. Because reconciliation runs continuously against live plant data, Rayven keeps the mass balance fed with fresh historian and lab inputs rather than end-of-shift readings. Historian tag volume is managed through batching and back-pressure so the process signal never overwhelms the pipeline. Reconciled production posts to ERP continuously so metallurgical accounting and planning share one figure. Flowsheet-specific models across sites reconcile to one production master via Rayven's data layer. Validated against Metallurgical Intelligence with plant historians and LIMS feeding the mass balance.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

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

SaaS-to-SaaS. Useful, until it isn't.

ERP, SCADA, quality, historians + AI. One platform.

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

Plant data feeds the mass balance

Assays complete the balance

Reconciled production posts to planning

Process status reaches maintenance

Metallurgical data, AI-ready

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 Metallurgical Intelligence's model.

We stay after go-live.

Hosted your way, where you need.

The questions Metallurgical admins, RevOps + IT ask first.

The 30-minute call covers

What is Metallurgical Systems integration?

How does Rayven connect Metallurgical Systems to other systems?

What systems can Rayven connect Metallurgical Systems to?

Does Rayven replace Metallurgical Systems?

How long does Metallurgical Systems integration take with Rayven?

Metallurgical Intelligence already reconciles the plant. Why does Rayven add value on top?

What are the technical specifics of Metallurgical Systems integration with Rayven?

Metallurgical + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

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

SaaS-to-SaaS. Useful, until it isn't.

ERP, SCADA, quality, historians + AI. One platform.

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

Plant data feeds the mass balance

Assays complete the balance

Reconciled production posts to planning

Process status reaches maintenance

Metallurgical data, AI-ready

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 Metallurgical Intelligence's model.

We stay after go-live.

Hosted your way, where you need.

The questions Metallurgical admins, RevOps + IT ask first.

The 30-minute call covers

What is Metallurgical Systems integration?

How does Rayven connect Metallurgical Systems to other systems?

What systems can Rayven connect Metallurgical Systems to?

Does Rayven replace Metallurgical Systems?

How long does Metallurgical Systems integration take with Rayven?

Metallurgical Intelligence already reconciles the plant. Why does Rayven add value on top?

What are the technical specifics of Metallurgical Systems integration with Rayven?

Metallurgical + 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.

Metallurgical + AI integration.
In weeks, not months.