COHERE INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect Cohere Command R+ to every OT, IoT, app + operational system your models run on. Ground its retrieval and reranking in live operational data, and push outputs into the systems that act.

Get my Cohere integration plan → Talk to us

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

Live demo · Claude querying Cohere + ops via Rayven MCP

What's the status of the OT, IoT + operational systems → Cohere Command R+ flow today?

All flowing. Ground retrieval in operations is live. No blockers flagged.

OT, IoT + operational systemsCohere Command R+

Trusted by 240+ teams across Australia + globally

THE REALITY

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

RAG pipelines embed a document set that trails live operations, reranking surfaces stale passages, and grounded answers never reach the systems that would act on them.

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 Cohere, 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 data that should ground Command R+ retrieval
ERP, work-order and operational apps that Command R+ outputs should drive
Operational databases and lakes holding the documents to embed and rerank
Streaming event sources that should trigger Command R+ generation in real-time

What Rayven reaches

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.

Cohere + 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

WHAT YOU CAN BUILD

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

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

OT, IoT + operational systems → Cohere Command R+

Ground retrieval in operations

Real-time OT, IoT, SCADA and app data streams into Command R+ retrieval and grounding, so answers reflect current operations rather than a stale corpus.

Top 5 accounts trending toward churn?

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

CohereOTProduct DB

Cohere Command R+ → ERP + operational apps

Outputs become actions

Command R+ grounded outputs post to ERP, work orders and operational apps in real-time, so a generated answer becomes an operational task.

Which won deals are stuck pre-invoice?

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

CohereERP + operational appsXero

Enterprise documents → Cohere Embed + Rerank

Live embeddings and rerank

Operational records and documents stream into Cohere Embed and Rerank pipelines so retrieval reflects current reality across connected systems.

Reconcile this month's pipeline + finance.

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

CohereEnterprise documentsSAP

Operational events → Command R+ generation

Event-triggered generation

State changes and threshold breaches trigger Command R+ generation in real-time with live context attached, so responses fire on real events.

Anything that needs my attention right now?

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

CohereOperational eventsCommand R+ generation

Cohere Command R+ → Dashboards + portals

Surface answers to teams

Grounded outputs surface in operational dashboards, portals and conversational AI where operations teams act on them.

Full picture on this account before my call?

Brief loaded. 8 open items, 3 risks, 2 expansion signals.

CohereDashboards + portalsUnified

BEYOND INTEGRATION

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

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

AI-ready data layer (AI Data Fabric)

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

Automation + AI agents

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

All on top of your existing stack. No rip + replace. Cohere stays Cohere. Rayven works on what you've already built. Specifically tuned for Cohere Embed and Rerank freshness, grounded generation and output writeback into operations.

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

COHERE INTEGRATION · WHICH PATH

Pick the right tool for your stack.

Cohere 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

Cohere to other cloud apps

Yes

Best in class

Yes

DIY effort

Cohere 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

Cohere retrieval grounding + reranked actioning

Built in

No embedding pipeline

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.

RETRIEVAL + RERANK GROUNDING

Built for Command R+'s RAG and rerank model.

Rayven calls the Cohere REST API with rate-limit handling and streams live operational data into Embed and Rerank pipelines, keeping retrieval fresh. Grounded outputs write back to ERP, work orders and apps in real-time, so a Command R+ answer drives an operational action rather than sitting in a chat log.

5/5 · 140+ REVIEWS

We stay after go-live.

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

FAQS

The questions Cohere admins, RevOps + IT ask first.

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

The 30-minute call covers

Your Cohere + 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 Cohere Command R+ integration?

Cohere Command R+ integration connects it to your operational stack - OT, IoT, ERP, apps and databases - so retrieval grounds on live data and 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 Cohere Command R+ to other systems?

Rayven calls the Cohere REST API with your key, streaming live operational data into Embed and Rerank pipelines and writing grounded outputs back to targets. See the Rayven Platform for how the layers fit.

What data can Rayven ground Command R+ on?

Real-time OT, IoT, SCADA, ERP, app and database data via 1,228+ connectors, OPC-UA, MQTT, CDC and API, plus data warehouse and lake history. Retrieval stays current against live operations.

Does Rayven replace Cohere Command R+?

No. Rayven is not an AI platform and does not replace Command R+ - it is the real-time AI data fabric that grounds its retrieval in live data and operationalises its outputs. Your models and RAG stay with Cohere.

What are common Cohere Command R+ integration use cases?

Grounding retrieval in live operations, live embeddings and rerank, event-triggered generation and pushing outputs into ERP and apps. See the automations above for specifics.

What are the technical specifics of Cohere Command R+ integration with Rayven?

Rayven integrates Cohere through its REST API with API-key authentication, handling Command R+ chat and RAG, the Embed model and the Rerank model as first-class flows. Per-key rate limits are managed through batching, queuing and back-pressure so high-volume calls never throttle out. Live operational data - OT, IoT, SCADA, ERP and app events - streams into embedding and retrieval pipelines via 1,228+ connectors, OPC-UA, MQTT, CDC and API, so RAG and reranking reflect current operations rather than a stale corpus. Grounded outputs and tool calls write back to operational targets like ERP, work orders and dashboards with field-level mapping. Historical context comes from connected data warehouses and lakes. Validated against the Cohere chat, Embed and Rerank endpoints, Rayven stays the AI data fabric around Command R+ - it never becomes or replaces your model platform.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

Cohere 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, ERP, apps + operations. One platform.

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

Ground retrieval in operations

Outputs become actions

Live embeddings and rerank

Event-triggered generation

Surface answers to teams

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 Command R+'s RAG and rerank model.

We stay after go-live.

Hosted your way, where you need.

The questions Cohere admins, RevOps + IT ask first.

The 30-minute call covers

What is Cohere Command R+ integration?

How does Rayven connect Cohere Command R+ to other systems?

What data can Rayven ground Command R+ on?

Does Rayven replace Cohere Command R+?

What are common Cohere Command R+ integration use cases?

What are the technical specifics of Cohere Command R+ integration with Rayven?

Cohere + AI integration.
In weeks, not months.

Sectors

Job Roles

Overview

Set Engagements

Overview

We Partner With

Library

Our Company

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

Cohere 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, ERP, apps + operations. One platform.

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

Ground retrieval in operations

Outputs become actions

Live embeddings and rerank

Event-triggered generation

Surface answers to teams

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 Command R+'s RAG and rerank model.

We stay after go-live.

Hosted your way, where you need.

The questions Cohere admins, RevOps + IT ask first.

The 30-minute call covers

What is Cohere Command R+ integration?

How does Rayven connect Cohere Command R+ to other systems?

What data can Rayven ground Command R+ on?

Does Rayven replace Cohere Command R+?

What are common Cohere Command R+ integration use cases?

What are the technical specifics of Cohere Command R+ integration with Rayven?

Cohere + 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.

Cohere + AI integration.
In weeks, not months.