---
title: Retail AI + Automation Software | Real-Time Operations | Rayven
description: Connect your POS, e-commerce + inventory systems in real-time. Custom retail software, AI + automation - live in 2-12 weeks. Australian team.
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426-1.png
---

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

- [ Partner with Rayven ](https://www.rayven.io/partners)

 Solutions

[ Platform ](https://www.rayven.io/platform)

[ Industries + Roles ](https://www.rayven.io/industries-and-roles)

[ Services ](https://www.rayven.io/services)

[ Partner ](https://www.rayven.io/partners)

[ Resources ](https://www.rayven.io/blog)

[ Talk to expert ](https://www.rayven.io/free-assessment)

[ Instant Solution Plan → ](https://www.rayven.io/tools/readiness-assessment)

[![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png)

**Custom AI + Agents**

Train and deploy AI trained on your files, systems + data.

](https://www.rayven.io/solutions/custom-ai-solutions)

[![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png)

**Custom Applications**

We build tools, apps + software over the top of your existing stack.

](https://www.rayven.io/solutions/custom-software)

[![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png)

**Integrations**

Integrate and move data across all your systems, assets + files.

](https://www.rayven.io/solutions/data-integration-platform)

[![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png)

**Unified Data Platforms**

Complete platforms, pipelines, hybrid storage + real-time orchestration.

](https://www.rayven.io/solutions/unified-data-platform)

[![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png)

**Automations**

Design and run real-time automation across systems, data + workflows.

](https://www.rayven.io/solutions/automation-software)

[![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png)

**IoT Solutions**

IoT platform for building custom IoT solutions that work with any device.

](https://www.rayven.io/iot-platform)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Rayven MCP

](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Data Fabric

](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Agents

](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Private LLM

](https://www.rayven.io/solutions/custom-ai-solutions/private-llm)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

Field Applications

](https://www.rayven.io/solutions/data-collection-software)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKWNcsTcmlhoqO0x6Kyy6%2FLfhHMj32n0AFOML3mPtAoIKVT%2B58xKn0GlJiB9%2Bo8bzBzUkKWrOtZhuouNlv6KZzSMjLcD%2FKDMOZPNoiDb7TwWWRsk68S60ZLi3TlPaWj1LgOnA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg)

**Platform Overview**

A unified platform to integrate, automate, and build custom AI + apps.

](https://www.rayven.io/platform)

[![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg)

**Integration Layer**

Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline.

](https://www.rayven.io/platform/integration)

[![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg)

**Data Layer**

Transforms + contextualises your data into an AI-ready source of truth.

](https://www.rayven.io/platform/data)

[![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg)

**Execution Layer**

Automate workflows, trigger actions using real-time data + AI.

](https://www.rayven.io/platform/execution)

[![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg)

**Presentation / UI Layer**

Turns your data into real-time dashboards, reports + custom UIs.

](https://www.rayven.io/platform/presentation)

[![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg)

**Security, Governance + Hosting**

Protects the platform with access control, encryption + audit logging.

](https://www.rayven.io/platform/security)

[![integration-file-uploads](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-file-uploads.svg)

File Uploads

](https://www.rayven.io/platform/integration/file-uploads)

[![integration-ai-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-ai-connectors.svg)

AI Connectors

](https://www.rayven.io/platform/integration/ai-connectors)

[![integration-it-ot-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-it-ot-connectors.svg)

IT / OT Connectors

](https://www.rayven.io/platform/integration/prebuilt-connectors)

[![integration-custom-integrations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-custom-integrations.svg)

Custom Integrations

](https://www.rayven.io/platform/integration/custom-integrations)

[![integration-api-endpoints](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-api-endpoints.svg)

API Endpoints

](https://www.rayven.io/platform/integration/api-endpoints)

[![integration-iot-devices-protocols](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-iot-devices-protocols.svg)

IoT Devices + Protocols

](https://www.rayven.io/platform/integration/iot-devices-protocols)

[![integration-forms-manual-input](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-forms-manual-input.svg)

Forms + Manual Input

](https://www.rayven.io/platform/integration/forms-manual-input)

[![integration-streaming-data](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-streaming-data.svg)

Streaming Data

](https://www.rayven.io/platform/integration/streaming-data-connectors)

[![data-real-time-data-processing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-real-time-data-processing.svg)

Real-Time Data Processing

](https://www.rayven.io/platform/data/real-time-data-processing)

[![data-unified-data-tables](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-unified-data-tables.svg)

Unified Data Tables

](https://www.rayven.io/platform/data/unified-data-tables)

[![data-data-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-management.svg)

Data Management

](https://www.rayven.io/platform/data/data-management)

[![data-data-transformation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-transformation.svg)

Data Transformation

](https://www.rayven.io/platform/data/data-transformation)

[![data-file-parsing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-file-parsing.svg)

File Parsing

](https://www.rayven.io/platform/data/file-parsing)

[![data-calculation-aggregation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-calculation-aggregation.svg)

Calculation + Aggregation

](https://www.rayven.io/platform/data/calculation-aggregation)

[![data-ai-models-training](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-ai-models-training.svg)

AI Models + Training

](https://www.rayven.io/platform/data/ai-models-training)

[![data-data-storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-storage.svg)

Data Storage

](https://www.rayven.io/platform/data/sql-cassandra-storage)

[![execution-workflows-triggers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-workflows-triggers.svg)

Workflows + Triggers

](https://www.rayven.io/platform/execution/workflows-triggers)

[![execution-control-automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-control-automation.svg)

Control + Automation

](https://www.rayven.io/platform/execution/control-automation)

[![execution-predictive-ai-machine-learning](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-predictive-ai-machine-learning.svg)

Predictive AI / ML

](https://www.rayven.io/platform/execution/predictive-ai-machine-learning)

[![execution-gen-ai-ai-agents](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-gen-ai-ai-agents.svg)

Gen AI + AI Agents

](https://www.rayven.io/platform/execution/gen-ai-agents)

[![execution-approvals-exceptions](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-approvals-exceptions.svg)

Approvals + Exceptions

](https://www.rayven.io/platform/execution/approvals-exceptions)

[![rayven-mcp-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/rayven-mcp-icon.svg)

Rayven MCP

](https://www.rayven.io/platform/execution/rayven-mcp)

[![presentation-dashboards-visualizations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dashboards-visualizations.svg)

Dashboards + Visualizations

](https://www.rayven.io/platform/presentation/dashboards-visualizations)

[![presentation-widgets-ui-components](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-widgets-ui-components.svg)

Widgets + UI Components

](https://www.rayven.io/platform/presentation/widgets-ui-components)

[![presentation-notifications-alerts](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-notifications-alerts.svg)

Notifications + Alerts

](https://www.rayven.io/platform/presentation/notifications-alerts)

[![presentation-dynamic-reports](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dynamic-reports.svg)

Dynamic Reports

](https://www.rayven.io/platform/presentation/dynamic-reports)

[![presentation-custom-form-builder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-custom-form-builder.svg)

Custom Form Builder

](https://www.rayven.io/platform/presentation/custom-form-builder)

[![presentation-screen-flows-hierarchies](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-screen-flows-hierarchies.svg)

Screen Flows + Hierarchies

](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

[![presentation-html-javascript](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-html-javascript.svg)

HTML + JavaScript

](https://www.rayven.io/platform/presentation/html-javascript)

[![presentation-qr-code-generator](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-qr-code-generator.svg)

QR Code Generator

](https://www.rayven.io/platform/presentation/qr-code-generator)

[![presentation-conversational-analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-conversational-analytics.svg)

Conversational Analytics

](https://www.rayven.io/platform/presentation/conversational-analytics)

[![security-hosting-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-hosting-management.svg)

Hosting + Management

](https://www.rayven.io/platform/security/hosting-management)

[![security-white-labelling](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-white-labelling.svg)

White Labelling

](https://www.rayven.io/platform/security/white-labelling)

[![security-deployment-architecture](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-deployment-architecture.svg)

Deployment + Architecture

](https://www.rayven.io/platform/security/deployment-architecture)

[![security-users-roles-access](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-users-roles-access.svg)

Users, Roles + Access

](https://www.rayven.io/platform/security/users-roles-access)

[![security-usage-metrics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-usage-metrics.svg)

Usage + Metrics

](https://www.rayven.io/platform/security/usage-metrics)

[![security-enterprise-security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-enterprise-security.svg)

Enterprise Security

](https://www.rayven.io/platform/security/enterprise-security)

[![security-governance-controls](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-governance-controls.svg)

Governance + Controls

](https://www.rayven.io/platform/security/governance-controls)

[![security-audit-trails-logs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-audit-trails-logs.svg)

Audit Trails + Logs

](https://www.rayven.io/platform/security/audit-trails-logs)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKWNcsTcmlhoqO0x6Kyy6%2FLfhHMj32n0AFOML3mPtAoIKVT%2B58xKn0GlJiB9%2Bo8bzBzUkKWrOtZhuouNlv6KZzSMjLcD%2FKDMOZPNoiDb7TwWWRsk68S60ZLi3TlPaWj1LgOnA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

Sectors

[ Accountancy ](https://www.rayven.io/industries-and-roles/accounting-ai-automation-custom-software)

[ Agribusiness ](https://www.rayven.io/industries-and-roles/agribusiness-software)

[ Construction ](https://www.rayven.io/industries-and-roles/construction-software)

[ Education ](https://www.rayven.io/industries-and-roles/custom-education-software-ai)

[ Energy + Utilities ](https://www.rayven.io/industries-and-roles/energy-utilities-software)

[ Engineering ](https://www.rayven.io/industries-and-roles/custom-engineering-software-ai)

[ Environmental Services ](https://www.rayven.io/industries-and-roles/environmental-services-software)

[ Facility + Site Management                  ](https://www.rayven.io/industries-and-roles/facility-management-software)

[ Financial Services ](https://www.rayven.io/industries-and-roles/financial-services-software)

[ Government + Public Sector ](https://www.rayven.io/industries-and-roles/ai-for-government-services-software-solutions)

[ Healthcare ](https://www.rayven.io/industries-and-roles/custom-software-ai-healthcare)

[ Hospitality ](https://www.rayven.io/industries-and-roles/custom-hospitality-software-ai)

 

[ Infrastructure Management ](https://www.rayven.io/industries-and-roles/infrastructure-management-software)

[ Insurance ](https://www.rayven.io/industries-and-roles/custom-insurance-software-ai)

[ Manufacturing ](https://www.rayven.io/industries-and-roles/manufacturing-software)

[ Mining + Quarrying ](https://www.rayven.io/industries-and-roles/mining-software)

[ Oil + Gas ](https://www.rayven.io/industries-and-roles/oil-and-gas-software)

[ Ports + Terminals ](https://www.rayven.io/industries-and-roles/port-management-software)

[ Real Estate + Property Services ](https://www.rayven.io/industries-and-roles/real-estate-software-automation-ai)

[ Retail ](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software)

[ Smart Communities + Local Government     ](https://www.rayven.io/industries-and-roles/smart-communities-local-government-software)

[ Supply Chain + Logistics ](https://www.rayven.io/industries-and-roles/supply-chain-software)

[ Water + Wastewater ](https://www.rayven.io/industries-and-roles/water-management-software)

[    → All Industries ](https://www.rayven.io/industries-and-roles)

Job Roles

[ Digital Teams ](https://www.rayven.io/industries-and-roles/ai-for-digital-teams)

[ CIOs + IT Teams ](https://www.rayven.io/industries-and-roles/cios)

[ Ops Teams ](https://www.rayven.io/industries-and-roles/ai-for-operations)

[ Data Teams ](https://www.rayven.io/industries-and-roles/for-data-engineering-platform)

[ Senior Management ](https://www.rayven.io/industries-and-roles/senior-management)

[![ACCOUNTANCY SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKEFLHdhyKPfesTaXbhG3f1v3VZvpPVNKQ2QQenlBSaaaSktBlxncmSHlJM1vg1HPLWFlCsB0Us24uO5IQrOWaw5GY2fmyuWhphNH5VHS3XtRbr3HJ3f7SFJBuhGeogwTQXCiyajqGceJ%2BNEERJexiQGox6RruailXukF2jM1jMUoHQA1xDjMIw1lXlzWBq8BPqwkoq5g8drtmDLwChgw%3D%3D&webInteractiveContentId=212189506726&portalId=8302174)

[![AGRIBUSINESS](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106062.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKvDym16OjrgaKIfLWFnSSQFaFF71MVMcuK8tSv%2FZ9VEfjP6wBGztBhjYGk4qoTzpme4PKg5bA2pSRYuAv4syJS9zcvyQXVkbGjjtJTDV%2B62srF10IlYhWcR%2BiITmzrMrjeOERugH8NSy4oPMm%2BIWtW%2BvcI44q8fszzX4ekkHHByu5r0Pc88PrDe0b9ki2v8VKvd%2BqoerX08Q%3D%3D&webInteractiveContentId=212411106062&portalId=8302174)

[![CONSTRUCTION](https://no-cache.hubspot.com/cta/default/8302174/interactive-188704717191.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLljKW1fI55Be9XbAVJbFKeC%2FruCUDc4g9fvNPHwcTpppNqWbPidAhQdVPFjTuUkExwCo8o062OaTsvuHIou1TdWz%2Bhc9Rbs9SccLPl9nDbl9ePuy8VQ1E9fRZOpEB4ByRaQcmxs4Zkrzk7kDBsHXL6WYPw8ysSzXq430j4iE9NhkBjrci2f9%2FTxDapU7KsKYOTzgW41Elt4A%3D%3D&webInteractiveContentId=188704717191&portalId=8302174)

[![EDUCATION](https://no-cache.hubspot.com/cta/default/8302174/interactive-212194125581.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLILa35bAqc3%2BS0DUau%2F5Z%2B2YliQWbsoESOeLSmd%2FwANkHDV5MlJPVk1cQkeYNjTwL2l9fvDDqPeO7jYl8rBAWv3P%2B%2Fp1fDWlKyoZmaEuggx6QWwpAAHRvij%2ByDfKnFvqViYdIXW%2BY0UG0MyZvOENOR1T%2BPp9XkzZpdyQ9WitgyscMJy7jFcThDJM7J%2FOsUdSgoWF1gcYju58FkSegqEpx0%3D&webInteractiveContentId=212194125581&portalId=8302174)

[![ENERGY + UTILITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583147.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJpMkxqmpC7XeZCnE11E9trq8fEbR6hOBrOigxZb1frJJArgWoCVDe70ymNWuuMoJCOerzyI1v3n0wVz7dZAg2DJiIRBP9awFRBC5Xf2%2FSeT8ErsOBR5qWznMkfcG%2F%2FSI%2FzkHaLVWNcRuNswWTdTq4dhmfJbduApPkhBlHrOte4X8fJbaG9sDB4dNS%2FMS2Y6EI78824e%2FcryZ06jFc%3D&webInteractiveContentId=185830583147&portalId=8302174)

[![ENGINEERING](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970116.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI1N6k253xKsJqruliAolgrW3s4chDXT1vE%2FUGLxfygQO%2BDKo5c%2BHX8EC60N7JZI%2BtrxOsm4IsCiIiRtOjb6VZzjIse%2BB4LwW0sTIiZzhB%2BNFmHuBf7kdQtL9FlTkhnCS%2FoYAdmznPgjRA%2F2gZBIL8UQbRUF4qIUkITGcLtvC1RoQBhYZ8%2Fr6xhlxMWhinSPv93t98WcFXNVadNpOyIMhvAbg%3D%3D&webInteractiveContentId=212252970116&portalId=8302174)

[![ENVIRONMENTAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583197.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK%2B0ZQLH0zwUJMfCM9uOdGvqgLkWjLCAyH9z7LXuzSeZaCAIkhuXSAc8JJmdKHuDIe23khcilLNI3G2EQuacv5V8gwP3yXkEkWRLylPcpj69lJZUL2z1hGfnfxp8IET41zBtFSQyGko361LWdqD0DpV6THhdJLfdk6avI0QP5%2BahrudGL8chR1pGp7imu7Iu1n5BtAfx7YHeeCQ7QePN%2F8TGsc%3D&webInteractiveContentId=185830583197&portalId=8302174)

[![FACILITY + SITE MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIHhn7CuQiIB7XLA4DtM9Rnyi7JrN1QGY3aodpbhck4agBLKbksgm%2B7vaUzeE9S%2Fztf9oigG8woC1A1uZvC5p7vvEAGDMwytPoyn5h2LnGzg7HGlT5SyZ3QQvjl8VGX7CLFp6aS6XHJGJSYXjFTkdb5Rs5U2JKRCX0yi47zwhvxcBbgziwaU6MrhDDqjB7Dp1qsDID1s%2Btog7jGOsACAQY%3D&webInteractiveContentId=185830583348&portalId=8302174)

[![FINANCIAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212048335709.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKURZHov0c77dWtLeIF%2B1PiUngd%2B4jAGS12XTPT%2BM6Nl6ZPZJC6Yc1P1OqoQTsm06sWzbcoCDZ11oMqeok4rcrJxswOjnzOEYfBeZxpJCOB58RDoEb86zAt2YuisphiGNPcMedXO5uJp5GHZUZsazFoyPRPMqVty%2BLEleFKLqoowrf0M8beM8CLcEsFrcW2gGGeMPW26LWpYXwyhecaYg%3D%3D&webInteractiveContentId=212048335709&portalId=8302174)

[![GOVERNMENT + PUBLIC SECTOR](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198824049.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLR0uwvakLVefQZHIZ%2ByJOQmLI3NBd%2F4QrRo1vOVAhzVZBWOC1JSryBB95Fl9Szox5Bs04bChITeVi7AlkiNsgDVH6gyL3Tfma7UlI8P9Qaq%2B7ADlAKLH8QvRkydWsma5ISA3MNnKS7Tnh1iTmWfVMPw7H331TwsTKRZptl0oczrutJ6Qg8EJgZuImBxGn4l6qb%2BsVUiQmC%2F6aIvAj6BUClHyWME0ttUs9rUfgFbzSzHQ%3D%3D&webInteractiveContentId=212198824049&portalId=8302174)

[![HEALTHCARE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970021.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJrMjoUTa5LG9YW2dLFYczM0TGBZ%2B4N1%2BrbQJmV5FVYMxJDxF2f08PSEsr5NDmn%2BnvcnYc7NfzPOD5tpBCXiy7vYrdzgytYhPi2Hc7ZD2CXhtdOHBlEHwO4E391bUUze5RxLDjiOWsbkZFzQTQXEEV1sNsPO10hHMS%2FuXbjICWeVqr5OgJ76WLmrSUrLvRIquQYgAK%2BPxODGvXVR9eAWdvP&webInteractiveContentId=212252970021&portalId=8302174)

[![HOSPITALITY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992323.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLQFWbxQQl2lrY4oiKy%2F9%2FnrHaCvXqx6W%2B8096Ngx%2BBhdhql7wuB9Sf9dxg2uffQYQC7beCwZQfXrSVo1iQynW4nuPqxQNZZTIbS24gud54p9zj%2FkZh1MQWqUQsE8%2BWueq%2BkVK0sdT8mVtIO4LrPfsqfPWdO4EZZBP8YbaOom9fivihS2cwT73SNQubElRpyBOw4URNq%2FpUWnlnTEvr%2B%2FQ%2Fow%3D%3D&webInteractiveContentId=212252992323&portalId=8302174)

[![INFRASTRUCTURE](https://no-cache.hubspot.com/cta/default/8302174/interactive-209889313868.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIasgL2b5gperQFqzBH10zudXaT14a%2BgrBLiMIhy0SqfLPdWwlfzfo8%2B3sEqCcyDDnkMMaVXtxWEaQHCF9G8epHQT4pKgkxZjeIEPiP0NkuNUOZxVUW2ZZpOkC3S4YVxRK%2BS9VzT9h2I8QfaD0QUvtiA6fqn3ts57ff8cw%2BePOzvSWzKPSd0WG6OE4kd3mlw9%2Bf71QS%2BMvHTXCuSKslj%2BvWmcNhAHM%3D&webInteractiveContentId=209889313868&portalId=8302174)

[![INSURANCE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992321.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJidsyJG%2BP2QUm33fxXDJGXqb0eCmhYvgtniFjH49x4094rL8tm45jI959S4mYrINKtvu0W3UP%2FbC4pHh7gdAOzEi2lTNj8NTUqNRHbORjkd0kXC%2FvNupKzA6tml%2FkUKjYSw1HsY4yIGXhs61Ti7DCanRM65yZ%2FRNejWGaWsodlvtg6D6pgCQXlRRXgD8j%2Fn%2F54uhPhF8NFpLyLKro0kYo%3D&webInteractiveContentId=212252992321&portalId=8302174)

[![MANUFACTURING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583392.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIoIMZYQkEE1PkhTczIG4ge%2BeT5F%2Fshs0hq1kAwBPfds6kyMo2KZRa8HPBVfhfW4IUqsg1NONuzN6YSuGrdjpGLJicP4AZNjW15JuOUwWYjR0wd12L8FYCbtvoK75JUP2YgXC4QRzYWdO6WJc2sBKDX%2FI3EpYCTjd6PMe07%2BvwxzgrSbOvahDtJ3bVjK7YYskFHxXvk2pXwk6Y%3D&webInteractiveContentId=185830583392&portalId=8302174)

[![MINING + QUARRYING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583441.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJzOfQ9O%2FYW%2F1U07c2c%2BJ58IPz9IW3Fx1pI36wIpOkDUzF2%2FplQVHmPTxwt8ubrbfqn3FI2soYWEJkxVw5o8DH8B9K0Nt%2FrPVJsM5dhAwUb%2BNrriBMAKzT8ZbJOWGf2aOfow9NGliYhxBARMWp0jNMzA5VnxVK3vRrtYhBaK8MduutqMzfYkDAoT51esRPIK6VAGQ%3D%3D&webInteractiveContentId=185830583441&portalId=8302174)

[![<p>OIL + GAS</p>](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLImbDscJ%2FTeHeNPm5Jt%2FMibp4IRcbkui28DcIcFlsyXubw9vJAO%2FGrCDslIAb1df8jnlBGI40t%2BuJLA0Z3vO1kkB1Qx0NtBhDn9an%2FN6x6Qz1QdoYpli2zT5dhDbCReNeVyTD9oRQ1krbt6EtNXiNTROVZJqXHkqP%2FgGqyeAfqC83G4z69bs31chTUcu4t2LKsx&webInteractiveContentId=212411106068&portalId=8302174)

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzp4UkWwwXzptHiw%2BDcr3tkcqiy2ZuDPql41zWXvm8T5fMvqLgyReHibCfH8980p7dMaAfQwW1J9HNh1flTZWDKUHOPVqFuP4PKKWkuxTWqtXTlXhzkHfjxnAHdxK63VNle%2BQDsBGI0oFZUanUpLBXhJwPwWIfBlC4du05sMnNG6ObLIk36eGZjFEJnXFp9q8pP7pdNmVuVQ%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[![REAL ESTATE + PROPERTY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252923295.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIPETdP1DIf3%2BHsOrpfhqOYM0vRHXJmWdSJbteOsd07rAvl%2FOTvjMHv7mjzQk%2BeEp6nUxD%2BBY3wEFHi8xf%2F34CWsMNb3QgrzJf3BnFVD6Ox9WTbdjMgNZ302e95ZKaKG9e%2B6t0F8AAwaEsrMT%2BobEZ%2Bb1c0sEqS4SKMqrh1D8cjZmtpbVrxW7DCSp9ypBzcXXEM54CnQXh%2B045nsnsH%2BvTV06HcZZ8%3D&webInteractiveContentId=212252923295&portalId=8302174)

[![RETAIL](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198816260.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIYtxJHF8MU0gD6TpTvfyAMU0%2Bc7HmIfNvO7pofPQvNDjQeksCIOTRvaKKUmIdRqCcu4rHa%2BeuPGu9s748I8GulJAxWnN0c3B%2F1ByOadBRYegdp4OCafctIrO9K2JauNCiYlqGC2kbHtpfsPAx9flYvSy9YpLwFsgruvytUZbfSwG0o8nwsqCGZOdpeL%2F6QDk3oLzWcD7uN6%2BE2LenTB3ci%2F%2FnCpOBVZb4%3D&webInteractiveContentId=212198816260&portalId=8302174)

[![SMART COMMUNITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394774.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKl0IO%2B9vYg0%2FK2ms1mmJtG5xK6H0Rdwmg%2Bs63%2BpVgy1EJFwGr%2Fyh2LAmZ%2FmJpKZvIYF%2FS48ld4zbL8h%2BTMxHscFjAX7f3WfrA6zfIB33Il1jUHWm4MINgp15Ncw5CWY8DheIN8zy0KCbA5SQkuNZjEd0wSzfCaBLnzXFh5QZCYb%2FXTx0z6G97996jM8S%2Bhp3wGPszv6NPoGL%2B6oHBKH4FdCy52m9s%3D&webInteractiveContentId=185825394774&portalId=8302174)

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzp4UkWwwXzptHiw%2BDcr3tkcqiy2ZuDPql41zWXvm8T5fMvqLgyReHibCfH8980p7dMaAfQwW1J9HNh1flTZWDKUHOPVqFuP4PKKWkuxTWqtXTlXhzkHfjxnAHdxK63VNle%2BQDsBGI0oFZUanUpLBXhJwPwWIfBlC4du05sMnNG6ObLIk36eGZjFEJnXFp9q8pP7pdNmVuVQ%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[![WATER + WASTEWATER](https://no-cache.hubspot.com/cta/default/8302174/interactive-210017685433.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLYDDp%2B2fZoX98%2Fk%2B7gtFdjVhKa9flwVK3ImZBJ%2BYLKtngj7icHQnvqaJprBDsOy1T3C1MoYDrRtboXt0lPlB4ZupC2ydhg1kFlCYIyyYCfhXcMVDRpA1EkkhBGMMrOMDQzpBNdhPOn1UVj%2FWRiAd8SIbQyZ74YNQOhdavVL%2FOiafGOGLfGSNzd3u0xLRp%2BO%2F%2BjNKdzhTOKLkw%2BWvw%3D&webInteractiveContentId=210017685433&portalId=8302174)

[![Rayven is flexible. Our technology's built for industry + its many use cases.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790018105.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJICSfEKlMHaBWGS4OcVD77Phq%2B4TkytJXWlEB8xpq9ysgOLBv4SWA%2FHchdu5WLVovA4pXNsJMH2jciZHqTfs3V%2FSv%2FPQgeO4WEsmq0FsmY1YPukmjMjc9Enp5wPeKru3KII1tOzzxSiXzE6OIZ4s3Tfsq6AcrkWqKqrO4N6dAxsA%3D%3D&webInteractiveContentId=183790018105&portalId=8302174)

[![Unite Ops data, deliver real-time intelligence + get custom apps with AI capabilities.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618741.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIiscN%2BEqpDELvuiVJc5%2B32JxnA2WqLhMbKF9FDa5hsmP7DfwFQi8eBHLK9%2FB5YcfCRhINfPM358hZHnystpAWwTvmfROJIvyoolAnOeliHvoqldllgXOnho7qK1LIgGDQwWG5wNHQTonBxqNsqvctajUYJh2tgfoVcoIbcuokcEWaV5zL83Hhkx%2BpNwg%3D%3D&webInteractiveContentId=185785618741&portalId=8302174)

[![Get custom operational systems + data solutions without the IT headache.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185786401415.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLOVeYIQavkfFfdeyRdLhet5dGs20ednYylhypsV6AEcaOK0MFPKSv%2BbotLvFlu8jHTQ2JcWQEVU0qRsEQVvCDEC1aQuvthg92Bgv%2Bl4medYrSh8s96bhe%2FUNdjz%2FprkM%2BzWuyG%2FChTvz0GaRi4h%2FptH%2FhsaHFQFnFQC3KS&webInteractiveContentId=185786401415&portalId=8302174)

[![Reduce manual work, spot issues earlier + add real-time intelligence, anywhere.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618782.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzkbaCoWHthjvmFHCR2IYhkDVgv2BmvpvY1LIU1tTjC5XQvsG4vYTLSnxKFBHhhbn4aL67oZey%2F1s9xs%2Fgr3jg70Dg5ehfUrkAuNX%2Bh0cEqPwU9SKy%2FC9fy7vyyQw09sU2JoM0bdtoz73i9xSC1MSUHJDPnD2UukFwX7Lj4QotNEOwO57f8pUefw%3D%3D&webInteractiveContentId=185785618782&portalId=8302174)

[![Ingest, transform + orchestrate real-time data pipelines, dashboards, apps - anything!](https://no-cache.hubspot.com/cta/default/8302174/interactive-194116561808.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLfB3bEbXYrjjO5xM%2F6oV3IIlRSKGUWLl8shNC74HckOw%2B4Eg%2BVeR%2F6cUJlSjiU%2BEDeWQoW0sZErmxDOyT3RBpcmHySq%2F1IipLI5%2ByZa4hFxI%2BM4LQnBzL%2Fw863G3icwQumtCoPsLJ6oWJy3EyTeka1r4A1JhKjdnk9N0CYnPJpNiHToB3dLYVzjMB%2BDBMN0GCWohx%2FzQ%3D%3D&webInteractiveContentId=194116561808&portalId=8302174)

[![Improve real-time transparency, decision-making + empower your people to improve.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618812.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJD0%2F0vfT0%2F0d9SonEKE49KfkvB%2FDwf%2FG%2FnDRJUsEYttYcJLuOK9FSScX7wypFeaTBRzkcxAFKGZzBJ4DLcMxRcgR7axtexU58a%2B%2B%2BO3u4GACnWF30UIaiT8koVa4K6SH76c%2FtpgNXevdBNC%2BTjTrTHVquT5ypyEoFKSTRdSETQItlAjEB8UQ1sCA%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

[ Services Overview           ](https://www.rayven.io/services)

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

[ Industrial IIoT ](https://www.rayven.io/services/industrial-iiot)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

[ Partner Home ](https://www.rayven.io/partners)

[ Become a Partner ](https://www.rayven.io/partners/become-a-partner)

[ White Label Applications      ](https://www.rayven.io/partners/white-label-solutions)

[ Partner Directory ](https://www.rayven.io/partners/directory)

We Partner With

[ MSPs ](https://www.rayven.io/partners/msps)

[ IoT Devices + Hardware ](https://www.rayven.io/partners/iot-hardware-vendors)

[ Consultancies ](https://www.rayven.io/partners/specialist-consultancies)

[ Industrial Automation ](https://www.rayven.io/partners/industrial-automation-scada)

[ OEMs ](https://www.rayven.io/partners/industrial-oems)

[ Environmental / ESG ](https://www.rayven.io/partners/environmental-esg-monitoring)

[ Integrators ](https://www.rayven.io/partners/systems-integrators)

[ Connectivity + Telcos ](https://www.rayven.io/partners/connectivity-providers)

[ Inspection / NDT ](https://www.rayven.io/partners/inspection-asset-integrity)

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Library

[ ALL ](https://www.rayven.io/blog)

[ Articles + Blogs ](https://www.rayven.io/blog/tag/blogs)

[ Brochures + eBooks ](https://www.rayven.io/blog/tag/brochures-ebooks)

[ Case Studies ](https://www.rayven.io/case-study)

[ Readiness Assessment           ](https://www.rayven.io/tools/readiness-assessment)

[ Webinars ](https://www.rayven.io/blog/tag/webinars)

Our Company

[ About Rayven ](https://www.rayven.io/about)

[ Contact Us ](https://www.rayven.io/contact)

[ Knowledge Base ](https://insights.rayven.io/knowledge)

[ Media Coverage ](https://www.rayven.io/blog/tag/media-coverage)

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[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLILqYKbz1xiYw0pVMILKqVjZu%2Fp8TKSdx94BtKPGaJ8hgMvhj%2FMZzMwb9z40h7prqIv2ttd%2B%2BwQF2OvDGglavTthZtZHAFjEJJ%2BytqN3IwddfzQEtJVf42AATGDk9D2BeqrP8D5j1sRg1f%2B7xTEhibhP%2FAvyreZOE9LqRfcmqdiYg%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLhaaVHUvZKsY0TrE7gyoPZCB768BABPqv66inXW81qOTAlItQxRdvLp%2BD1avmWz%2BXuBqIU9UZRx9ODL2LjL8D49LPXZHEnOVBoEMNR3FdiMiisIVza%2BgkDe%2FxWqqHzdmqSJJyb936fnv8cWww%2FuP24jWC93iqyvQcblVPWWDhaNgOFp81CC54jr%2BA3Ohq%2BbQ%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

[![Rayven-logo](https://www.rayven.io/hubfs/Picture1.png) ](https://www.rayven.io/)

**

[ Partner with Rayven ](https://www.rayven.io/partners)

 Solutions

**

[![CustomAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/CustomAI.png)

**Custom AI + Agents**

Train and deploy AI trained on your files, systems + data.

](https://www.rayven.io/solutions/custom-ai-solutions)

**

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Rayven MCP

](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Data Fabric

](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    AI Agents

](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

    Private LLM

](https://www.rayven.io/solutions/custom-ai-solutions/private-llm)

[![4-Build-Solution-orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/4-Build-Solution-orange-bev.png)

**Custom Applications**

We build tools, apps + software over the top of your existing stack.

](https://www.rayven.io/solutions/custom-software)

**

[![Pixel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Pixel.png)

Field Applications

](https://www.rayven.io/solutions/data-collection-software)

[![2-Unify-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/2-Unify-Solution-Orange-bev.png)

**Integrations**

Integrate and move data across all your systems, assets + files.

](https://www.rayven.io/solutions/data-integration-platform)

**

[![Data-Platform](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/Data-Platform.png)

**Unified Data Platforms**

Complete platforms, pipelines, hybrid storage + real-time orchestration.

](https://www.rayven.io/solutions/unified-data-platform)

**

[![3-Act-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/3-Act-Solution-Orange-bev.png)

**Automations**

Design and run real-time automation across systems, data + workflows.

](https://www.rayven.io/solutions/automation-software)

**

[![5-Context-Solution-Orange-bev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Solution%20Logos/5-Context-Solution-Orange-bev.png)

**IoT Solutions**

IoT platform for building custom IoT solutions that work with any device.

](https://www.rayven.io/iot-platform)

**

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKWNcsTcmlhoqO0x6Kyy6%2FLfhHMj32n0AFOML3mPtAoIKVT%2B58xKn0GlJiB9%2Bo8bzBzUkKWrOtZhuouNlv6KZzSMjLcD%2FKDMOZPNoiDb7TwWWRsk68S60ZLi3TlPaWj1LgOnA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[ Platform ](https://www.rayven.io/platform)

**

[![Rayven-fav-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Rayven-fav-icon.svg)

**Platform Overview**

A unified platform to integrate, automate, and build custom AI + apps.

](https://www.rayven.io/platform)

**

[![integration-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-layer.svg)

**Integration Layer**

Connects IT, OT, SaaS, IoT, APIs, files + more into one pipeline.

](https://www.rayven.io/platform/integration)

**

[![integration-file-uploads](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-file-uploads.svg)

File Uploads

](https://www.rayven.io/platform/integration/file-uploads)

[![integration-ai-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-ai-connectors.svg)

AI Connectors

](https://www.rayven.io/platform/integration/ai-connectors)

[![integration-it-ot-connectors](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-it-ot-connectors.svg)

IT / OT Connectors

](https://www.rayven.io/platform/integration/prebuilt-connectors)

[![integration-custom-integrations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-custom-integrations.svg)

Custom Integrations

](https://www.rayven.io/platform/integration/custom-integrations)

[![integration-api-endpoints](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-api-endpoints.svg)

API Endpoints

](https://www.rayven.io/platform/integration/api-endpoints)

[![integration-iot-devices-protocols](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-iot-devices-protocols.svg)

IoT Devices + Protocols

](https://www.rayven.io/platform/integration/iot-devices-protocols)

[![integration-forms-manual-input](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-forms-manual-input.svg)

Forms + Manual Input

](https://www.rayven.io/platform/integration/forms-manual-input)

[![integration-streaming-data](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/integration-streaming-data.svg)

Streaming Data

](https://www.rayven.io/platform/integration/streaming-data-connectors)

[![data-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-layer.svg)

**Data Layer**

Transforms + contextualises your data into an AI-ready source of truth.

](https://www.rayven.io/platform/data)

**

[![data-real-time-data-processing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-real-time-data-processing.svg)

Real-Time Data Processing

](https://www.rayven.io/platform/data/real-time-data-processing)

[![data-unified-data-tables](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-unified-data-tables.svg)

Unified Data Tables

](https://www.rayven.io/platform/data/unified-data-tables)

[![data-data-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-management.svg)

Data Management

](https://www.rayven.io/platform/data/data-management)

[![data-data-transformation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-transformation.svg)

Data Transformation

](https://www.rayven.io/platform/data/data-transformation)

[![data-file-parsing](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-file-parsing.svg)

File Parsing

](https://www.rayven.io/platform/data/file-parsing)

[![data-calculation-aggregation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-calculation-aggregation.svg)

Calculation + Aggregation

](https://www.rayven.io/platform/data/calculation-aggregation)

[![data-ai-models-training](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-ai-models-training.svg)

AI Models + Training

](https://www.rayven.io/platform/data/ai-models-training)

[![data-data-storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/data-data-storage.svg)

Data Storage

](https://www.rayven.io/platform/data/sql-cassandra-storage)

[![execution-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-layer.svg)

**Execution Layer**

Automate workflows, trigger actions using real-time data + AI.

](https://www.rayven.io/platform/execution)

**

[![execution-workflows-triggers](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-workflows-triggers.svg)

Workflows + Triggers

](https://www.rayven.io/platform/execution/workflows-triggers)

[![execution-control-automation](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-control-automation.svg)

Control + Automation

](https://www.rayven.io/platform/execution/control-automation)

[![execution-predictive-ai-machine-learning](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-predictive-ai-machine-learning.svg)

Predictive AI / ML

](https://www.rayven.io/platform/execution/predictive-ai-machine-learning)

[![execution-gen-ai-ai-agents](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-gen-ai-ai-agents.svg)

Gen AI + AI Agents

](https://www.rayven.io/platform/execution/gen-ai-agents)

[![execution-approvals-exceptions](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/execution-approvals-exceptions.svg)

Approvals + Exceptions

](https://www.rayven.io/platform/execution/approvals-exceptions)

[![rayven-mcp-icon](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/rayven-mcp-icon.svg)

Rayven MCP

](https://www.rayven.io/platform/execution/rayven-mcp)

[![presentation-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-layer.svg)

**Presentation / UI Layer**

Turns your data into real-time dashboards, reports + custom UIs.

](https://www.rayven.io/platform/presentation)

**

[![presentation-dashboards-visualizations](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dashboards-visualizations.svg)

Dashboards + Visualizations

](https://www.rayven.io/platform/presentation/dashboards-visualizations)

[![presentation-widgets-ui-components](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-widgets-ui-components.svg)

Widgets + UI Components

](https://www.rayven.io/platform/presentation/widgets-ui-components)

[![presentation-notifications-alerts](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-notifications-alerts.svg)

Notifications + Alerts

](https://www.rayven.io/platform/presentation/notifications-alerts)

[![presentation-dynamic-reports](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-dynamic-reports.svg)

Dynamic Reports

](https://www.rayven.io/platform/presentation/dynamic-reports)

[![presentation-custom-form-builder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-custom-form-builder.svg)

Custom Form Builder

](https://www.rayven.io/platform/presentation/custom-form-builder)

[![presentation-screen-flows-hierarchies](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-screen-flows-hierarchies.svg)

Screen Flows + Hierarchies

](https://www.rayven.io/platform/presentation/screen-flows-hierarchies)

[![presentation-html-javascript](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-html-javascript.svg)

HTML + JavaScript

](https://www.rayven.io/platform/presentation/html-javascript)

[![presentation-qr-code-generator](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-qr-code-generator.svg)

QR Code Generator

](https://www.rayven.io/platform/presentation/qr-code-generator)

[![presentation-conversational-analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/presentation-conversational-analytics.svg)

Conversational Analytics

](https://www.rayven.io/platform/presentation/conversational-analytics)

[![security-layer](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-layer.svg)

**Security, Governance + Hosting**

Protects the platform with access control, encryption + audit logging.

](https://www.rayven.io/platform/security)

**

[![security-hosting-management](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-hosting-management.svg)

Hosting + Management

](https://www.rayven.io/platform/security/hosting-management)

[![security-white-labelling](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-white-labelling.svg)

White Labelling

](https://www.rayven.io/platform/security/white-labelling)

[![security-deployment-architecture](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-deployment-architecture.svg)

Deployment + Architecture

](https://www.rayven.io/platform/security/deployment-architecture)

[![security-users-roles-access](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-users-roles-access.svg)

Users, Roles + Access

](https://www.rayven.io/platform/security/users-roles-access)

[![security-usage-metrics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-usage-metrics.svg)

Usage + Metrics

](https://www.rayven.io/platform/security/usage-metrics)

[![security-enterprise-security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-enterprise-security.svg)

Enterprise Security

](https://www.rayven.io/platform/security/enterprise-security)

[![security-governance-controls](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-governance-controls.svg)

Governance + Controls

](https://www.rayven.io/platform/security/governance-controls)

[![security-audit-trails-logs](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Icons/001%20-%20Rayven%20Icons%20Platform/security-audit-trails-logs.svg)

Audit Trails + Logs

](https://www.rayven.io/platform/security/audit-trails-logs)

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKWNcsTcmlhoqO0x6Kyy6%2FLfhHMj32n0AFOML3mPtAoIKVT%2B58xKn0GlJiB9%2Bo8bzBzUkKWrOtZhuouNlv6KZzSMjLcD%2FKDMOZPNoiDb7TwWWRsk68S60ZLi3TlPaWj1LgOnA%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

[ Industries + Roles ](https://www.rayven.io/industries-and-roles)

**

### Sectors

[ Accountancy ](https://www.rayven.io/industries-and-roles/accounting-ai-automation-custom-software)

**

[![ACCOUNTANCY&nbsp;SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKEFLHdhyKPfesTaXbhG3f1v3VZvpPVNKQ2QQenlBSaaaSktBlxncmSHlJM1vg1HPLWFlCsB0Us24uO5IQrOWaw5GY2fmyuWhphNH5VHS3XtRbr3HJ3f7SFJBuhGeogwTQXCiyajqGceJ%2BNEERJexiQGox6RruailXukF2jM1jMUoHQA1xDjMIw1lXlzWBq8BPqwkoq5g8drtmDLwChgw%3D%3D&webInteractiveContentId=212189506726&portalId=8302174)

[ Agribusiness ](https://www.rayven.io/industries-and-roles/agribusiness-software)

**

[![AGRIBUSINESS](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106062.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKvDym16OjrgaKIfLWFnSSQFaFF71MVMcuK8tSv%2FZ9VEfjP6wBGztBhjYGk4qoTzpme4PKg5bA2pSRYuAv4syJS9zcvyQXVkbGjjtJTDV%2B62srF10IlYhWcR%2BiITmzrMrjeOERugH8NSy4oPMm%2BIWtW%2BvcI44q8fszzX4ekkHHByu5r0Pc88PrDe0b9ki2v8VKvd%2BqoerX08Q%3D%3D&webInteractiveContentId=212411106062&portalId=8302174)

[ Construction ](https://www.rayven.io/industries-and-roles/construction-software)

**

[![CONSTRUCTION](https://no-cache.hubspot.com/cta/default/8302174/interactive-188704717191.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLljKW1fI55Be9XbAVJbFKeC%2FruCUDc4g9fvNPHwcTpppNqWbPidAhQdVPFjTuUkExwCo8o062OaTsvuHIou1TdWz%2Bhc9Rbs9SccLPl9nDbl9ePuy8VQ1E9fRZOpEB4ByRaQcmxs4Zkrzk7kDBsHXL6WYPw8ysSzXq430j4iE9NhkBjrci2f9%2FTxDapU7KsKYOTzgW41Elt4A%3D%3D&webInteractiveContentId=188704717191&portalId=8302174)

[ Education ](https://www.rayven.io/industries-and-roles/custom-education-software-ai)

**

[![EDUCATION](https://no-cache.hubspot.com/cta/default/8302174/interactive-212194125581.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLILa35bAqc3%2BS0DUau%2F5Z%2B2YliQWbsoESOeLSmd%2FwANkHDV5MlJPVk1cQkeYNjTwL2l9fvDDqPeO7jYl8rBAWv3P%2B%2Fp1fDWlKyoZmaEuggx6QWwpAAHRvij%2ByDfKnFvqViYdIXW%2BY0UG0MyZvOENOR1T%2BPp9XkzZpdyQ9WitgyscMJy7jFcThDJM7J%2FOsUdSgoWF1gcYju58FkSegqEpx0%3D&webInteractiveContentId=212194125581&portalId=8302174)

[ Energy + Utilities ](https://www.rayven.io/industries-and-roles/energy-utilities-software)

**

[![ENERGY + UTILITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583147.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJpMkxqmpC7XeZCnE11E9trq8fEbR6hOBrOigxZb1frJJArgWoCVDe70ymNWuuMoJCOerzyI1v3n0wVz7dZAg2DJiIRBP9awFRBC5Xf2%2FSeT8ErsOBR5qWznMkfcG%2F%2FSI%2FzkHaLVWNcRuNswWTdTq4dhmfJbduApPkhBlHrOte4X8fJbaG9sDB4dNS%2FMS2Y6EI78824e%2FcryZ06jFc%3D&webInteractiveContentId=185830583147&portalId=8302174)

[ Engineering ](https://www.rayven.io/industries-and-roles/custom-engineering-software-ai)

**

[![ENGINEERING](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970116.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLI1N6k253xKsJqruliAolgrW3s4chDXT1vE%2FUGLxfygQO%2BDKo5c%2BHX8EC60N7JZI%2BtrxOsm4IsCiIiRtOjb6VZzjIse%2BB4LwW0sTIiZzhB%2BNFmHuBf7kdQtL9FlTkhnCS%2FoYAdmznPgjRA%2F2gZBIL8UQbRUF4qIUkITGcLtvC1RoQBhYZ8%2Fr6xhlxMWhinSPv93t98WcFXNVadNpOyIMhvAbg%3D%3D&webInteractiveContentId=212252970116&portalId=8302174)

[ Environmental Services ](https://www.rayven.io/industries-and-roles/environmental-services-software)

**

[![ENVIRONMENTAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583197.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLK%2B0ZQLH0zwUJMfCM9uOdGvqgLkWjLCAyH9z7LXuzSeZaCAIkhuXSAc8JJmdKHuDIe23khcilLNI3G2EQuacv5V8gwP3yXkEkWRLylPcpj69lJZUL2z1hGfnfxp8IET41zBtFSQyGko361LWdqD0DpV6THhdJLfdk6avI0QP5%2BahrudGL8chR1pGp7imu7Iu1n5BtAfx7YHeeCQ7QePN%2F8TGsc%3D&webInteractiveContentId=185830583197&portalId=8302174)

[ Facility + Site Management                  ](https://www.rayven.io/industries-and-roles/facility-management-software)

**

[![FACILITY + SITE&nbsp;MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIHhn7CuQiIB7XLA4DtM9Rnyi7JrN1QGY3aodpbhck4agBLKbksgm%2B7vaUzeE9S%2Fztf9oigG8woC1A1uZvC5p7vvEAGDMwytPoyn5h2LnGzg7HGlT5SyZ3QQvjl8VGX7CLFp6aS6XHJGJSYXjFTkdb5Rs5U2JKRCX0yi47zwhvxcBbgziwaU6MrhDDqjB7Dp1qsDID1s%2Btog7jGOsACAQY%3D&webInteractiveContentId=185830583348&portalId=8302174)

[ Financial Services ](https://www.rayven.io/industries-and-roles/financial-services-software)

**

[![FINANCIAL SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212048335709.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKURZHov0c77dWtLeIF%2B1PiUngd%2B4jAGS12XTPT%2BM6Nl6ZPZJC6Yc1P1OqoQTsm06sWzbcoCDZ11oMqeok4rcrJxswOjnzOEYfBeZxpJCOB58RDoEb86zAt2YuisphiGNPcMedXO5uJp5GHZUZsazFoyPRPMqVty%2BLEleFKLqoowrf0M8beM8CLcEsFrcW2gGGeMPW26LWpYXwyhecaYg%3D%3D&webInteractiveContentId=212048335709&portalId=8302174)

[ Government + Public Sector ](https://www.rayven.io/industries-and-roles/ai-for-government-services-software-solutions)

**

[![GOVERNMENT + PUBLIC SECTOR](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198824049.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLR0uwvakLVefQZHIZ%2ByJOQmLI3NBd%2F4QrRo1vOVAhzVZBWOC1JSryBB95Fl9Szox5Bs04bChITeVi7AlkiNsgDVH6gyL3Tfma7UlI8P9Qaq%2B7ADlAKLH8QvRkydWsma5ISA3MNnKS7Tnh1iTmWfVMPw7H331TwsTKRZptl0oczrutJ6Qg8EJgZuImBxGn4l6qb%2BsVUiQmC%2F6aIvAj6BUClHyWME0ttUs9rUfgFbzSzHQ%3D%3D&webInteractiveContentId=212198824049&portalId=8302174)

[ Healthcare ](https://www.rayven.io/industries-and-roles/custom-software-ai-healthcare)

**

[![HEALTHCARE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252970021.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJrMjoUTa5LG9YW2dLFYczM0TGBZ%2B4N1%2BrbQJmV5FVYMxJDxF2f08PSEsr5NDmn%2BnvcnYc7NfzPOD5tpBCXiy7vYrdzgytYhPi2Hc7ZD2CXhtdOHBlEHwO4E391bUUze5RxLDjiOWsbkZFzQTQXEEV1sNsPO10hHMS%2FuXbjICWeVqr5OgJ76WLmrSUrLvRIquQYgAK%2BPxODGvXVR9eAWdvP&webInteractiveContentId=212252970021&portalId=8302174)

[ Hospitality ](https://www.rayven.io/industries-and-roles/custom-hospitality-software-ai)

**

[![HOSPITALITY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992323.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLQFWbxQQl2lrY4oiKy%2F9%2FnrHaCvXqx6W%2B8096Ngx%2BBhdhql7wuB9Sf9dxg2uffQYQC7beCwZQfXrSVo1iQynW4nuPqxQNZZTIbS24gud54p9zj%2FkZh1MQWqUQsE8%2BWueq%2BkVK0sdT8mVtIO4LrPfsqfPWdO4EZZBP8YbaOom9fivihS2cwT73SNQubElRpyBOw4URNq%2FpUWnlnTEvr%2B%2FQ%2Fow%3D%3D&webInteractiveContentId=212252992323&portalId=8302174)

[ Infrastructure Management ](https://www.rayven.io/industries-and-roles/infrastructure-management-software)

**

[![INFRASTRUCTURE](https://no-cache.hubspot.com/cta/default/8302174/interactive-209889313868.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIasgL2b5gperQFqzBH10zudXaT14a%2BgrBLiMIhy0SqfLPdWwlfzfo8%2B3sEqCcyDDnkMMaVXtxWEaQHCF9G8epHQT4pKgkxZjeIEPiP0NkuNUOZxVUW2ZZpOkC3S4YVxRK%2BS9VzT9h2I8QfaD0QUvtiA6fqn3ts57ff8cw%2BePOzvSWzKPSd0WG6OE4kd3mlw9%2Bf71QS%2BMvHTXCuSKslj%2BvWmcNhAHM%3D&webInteractiveContentId=209889313868&portalId=8302174)

[ Insurance ](https://www.rayven.io/industries-and-roles/custom-insurance-software-ai)

**

[![INSURANCE](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252992321.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJidsyJG%2BP2QUm33fxXDJGXqb0eCmhYvgtniFjH49x4094rL8tm45jI959S4mYrINKtvu0W3UP%2FbC4pHh7gdAOzEi2lTNj8NTUqNRHbORjkd0kXC%2FvNupKzA6tml%2FkUKjYSw1HsY4yIGXhs61Ti7DCanRM65yZ%2FRNejWGaWsodlvtg6D6pgCQXlRRXgD8j%2Fn%2F54uhPhF8NFpLyLKro0kYo%3D&webInteractiveContentId=212252992321&portalId=8302174)

[ Manufacturing ](https://www.rayven.io/industries-and-roles/manufacturing-software)

**

[![MANUFACTURING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583392.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIoIMZYQkEE1PkhTczIG4ge%2BeT5F%2Fshs0hq1kAwBPfds6kyMo2KZRa8HPBVfhfW4IUqsg1NONuzN6YSuGrdjpGLJicP4AZNjW15JuOUwWYjR0wd12L8FYCbtvoK75JUP2YgXC4QRzYWdO6WJc2sBKDX%2FI3EpYCTjd6PMe07%2BvwxzgrSbOvahDtJ3bVjK7YYskFHxXvk2pXwk6Y%3D&webInteractiveContentId=185830583392&portalId=8302174)

[ Mining + Quarrying ](https://www.rayven.io/industries-and-roles/mining-software)

**

[![MINING + QUARRYING](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583441.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJzOfQ9O%2FYW%2F1U07c2c%2BJ58IPz9IW3Fx1pI36wIpOkDUzF2%2FplQVHmPTxwt8ubrbfqn3FI2soYWEJkxVw5o8DH8B9K0Nt%2FrPVJsM5dhAwUb%2BNrriBMAKzT8ZbJOWGf2aOfow9NGliYhxBARMWp0jNMzA5VnxVK3vRrtYhBaK8MduutqMzfYkDAoT51esRPIK6VAGQ%3D%3D&webInteractiveContentId=185830583441&portalId=8302174)

[ Oil + Gas ](https://www.rayven.io/industries-and-roles/oil-and-gas-software)

**

[![<p>OIL + GAS</p>](https://no-cache.hubspot.com/cta/default/8302174/interactive-212411106068.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLImbDscJ%2FTeHeNPm5Jt%2FMibp4IRcbkui28DcIcFlsyXubw9vJAO%2FGrCDslIAb1df8jnlBGI40t%2BuJLA0Z3vO1kkB1Qx0NtBhDn9an%2FN6x6Qz1QdoYpli2zT5dhDbCReNeVyTD9oRQ1krbt6EtNXiNTROVZJqXHkqP%2FgGqyeAfqC83G4z69bs31chTUcu4t2LKsx&webInteractiveContentId=212411106068&portalId=8302174)

[ Ports + Terminals ](https://www.rayven.io/industries-and-roles/port-management-software)

**

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzp4UkWwwXzptHiw%2BDcr3tkcqiy2ZuDPql41zWXvm8T5fMvqLgyReHibCfH8980p7dMaAfQwW1J9HNh1flTZWDKUHOPVqFuP4PKKWkuxTWqtXTlXhzkHfjxnAHdxK63VNle%2BQDsBGI0oFZUanUpLBXhJwPwWIfBlC4du05sMnNG6ObLIk36eGZjFEJnXFp9q8pP7pdNmVuVQ%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[ Real Estate + Property Services ](https://www.rayven.io/industries-and-roles/real-estate-software-automation-ai)

**

[![REAL ESTATE + PROPERTY](https://no-cache.hubspot.com/cta/default/8302174/interactive-212252923295.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIPETdP1DIf3%2BHsOrpfhqOYM0vRHXJmWdSJbteOsd07rAvl%2FOTvjMHv7mjzQk%2BeEp6nUxD%2BBY3wEFHi8xf%2F34CWsMNb3QgrzJf3BnFVD6Ox9WTbdjMgNZ302e95ZKaKG9e%2B6t0F8AAwaEsrMT%2BobEZ%2Bb1c0sEqS4SKMqrh1D8cjZmtpbVrxW7DCSp9ypBzcXXEM54CnQXh%2B045nsnsH%2BvTV06HcZZ8%3D&webInteractiveContentId=212252923295&portalId=8302174)

[ Retail ](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software)

**

[![RETAIL](https://no-cache.hubspot.com/cta/default/8302174/interactive-212198816260.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIYtxJHF8MU0gD6TpTvfyAMU0%2Bc7HmIfNvO7pofPQvNDjQeksCIOTRvaKKUmIdRqCcu4rHa%2BeuPGu9s748I8GulJAxWnN0c3B%2F1ByOadBRYegdp4OCafctIrO9K2JauNCiYlqGC2kbHtpfsPAx9flYvSy9YpLwFsgruvytUZbfSwG0o8nwsqCGZOdpeL%2F6QDk3oLzWcD7uN6%2BE2LenTB3ci%2F%2FnCpOBVZb4%3D&webInteractiveContentId=212198816260&portalId=8302174)

[ Smart Communities + Local Government     ](https://www.rayven.io/industries-and-roles/smart-communities-local-government-software)

**

[![SMART COMMUNITIES](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394774.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKl0IO%2B9vYg0%2FK2ms1mmJtG5xK6H0Rdwmg%2Bs63%2BpVgy1EJFwGr%2Fyh2LAmZ%2FmJpKZvIYF%2FS48ld4zbL8h%2BTMxHscFjAX7f3WfrA6zfIB33Il1jUHWm4MINgp15Ncw5CWY8DheIN8zy0KCbA5SQkuNZjEd0wSzfCaBLnzXFh5QZCYb%2FXTx0z6G97996jM8S%2Bhp3wGPszv6NPoGL%2B6oHBKH4FdCy52m9s%3D&webInteractiveContentId=185825394774&portalId=8302174)

[ Supply Chain + Logistics ](https://www.rayven.io/industries-and-roles/supply-chain-software)

**

[![SUPPLY CHAIN&nbsp;+ LOGISTICS](https://no-cache.hubspot.com/cta/default/8302174/interactive-185825394810.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzp4UkWwwXzptHiw%2BDcr3tkcqiy2ZuDPql41zWXvm8T5fMvqLgyReHibCfH8980p7dMaAfQwW1J9HNh1flTZWDKUHOPVqFuP4PKKWkuxTWqtXTlXhzkHfjxnAHdxK63VNle%2BQDsBGI0oFZUanUpLBXhJwPwWIfBlC4du05sMnNG6ObLIk36eGZjFEJnXFp9q8pP7pdNmVuVQ%3D%3D&webInteractiveContentId=185825394810&portalId=8302174)

[ Water + Wastewater ](https://www.rayven.io/industries-and-roles/water-management-software)

**

[![WATER + WASTEWATER](https://no-cache.hubspot.com/cta/default/8302174/interactive-210017685433.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLYDDp%2B2fZoX98%2Fk%2B7gtFdjVhKa9flwVK3ImZBJ%2BYLKtngj7icHQnvqaJprBDsOy1T3C1MoYDrRtboXt0lPlB4ZupC2ydhg1kFlCYIyyYCfhXcMVDRpA1EkkhBGMMrOMDQzpBNdhPOn1UVj%2FWRiAd8SIbQyZ74YNQOhdavVL%2FOiafGOGLfGSNzd3u0xLRp%2BO%2F%2BjNKdzhTOKLkw%2BWvw%3D&webInteractiveContentId=210017685433&portalId=8302174)

[    → All Industries ](https://www.rayven.io/industries-and-roles)

**

[![Rayven is flexible. Our technology's built for industry + its many use cases.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790018105.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJICSfEKlMHaBWGS4OcVD77Phq%2B4TkytJXWlEB8xpq9ysgOLBv4SWA%2FHchdu5WLVovA4pXNsJMH2jciZHqTfs3V%2FSv%2FPQgeO4WEsmq0FsmY1YPukmjMjc9Enp5wPeKru3KII1tOzzxSiXzE6OIZ4s3Tfsq6AcrkWqKqrO4N6dAxsA%3D%3D&webInteractiveContentId=183790018105&portalId=8302174)

### Job Roles

[ Digital Teams ](https://www.rayven.io/industries-and-roles/ai-for-digital-teams)

**

[![Unite Ops data, deliver real-time intelligence + get custom apps with AI capabilities.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618741.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIiscN%2BEqpDELvuiVJc5%2B32JxnA2WqLhMbKF9FDa5hsmP7DfwFQi8eBHLK9%2FB5YcfCRhINfPM358hZHnystpAWwTvmfROJIvyoolAnOeliHvoqldllgXOnho7qK1LIgGDQwWG5wNHQTonBxqNsqvctajUYJh2tgfoVcoIbcuokcEWaV5zL83Hhkx%2BpNwg%3D%3D&webInteractiveContentId=185785618741&portalId=8302174)

[ CIOs + IT Teams ](https://www.rayven.io/industries-and-roles/cios)

**

[![Get custom operational systems + data solutions without the IT headache.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185786401415.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLOVeYIQavkfFfdeyRdLhet5dGs20ednYylhypsV6AEcaOK0MFPKSv%2BbotLvFlu8jHTQ2JcWQEVU0qRsEQVvCDEC1aQuvthg92Bgv%2Bl4medYrSh8s96bhe%2FUNdjz%2FprkM%2BzWuyG%2FChTvz0GaRi4h%2FptH%2FhsaHFQFnFQC3KS&webInteractiveContentId=185786401415&portalId=8302174)

[ Ops Teams ](https://www.rayven.io/industries-and-roles/ai-for-operations)

**

[![Reduce manual work, spot issues earlier + add real-time intelligence, anywhere.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618782.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKzkbaCoWHthjvmFHCR2IYhkDVgv2BmvpvY1LIU1tTjC5XQvsG4vYTLSnxKFBHhhbn4aL67oZey%2F1s9xs%2Fgr3jg70Dg5ehfUrkAuNX%2Bh0cEqPwU9SKy%2FC9fy7vyyQw09sU2JoM0bdtoz73i9xSC1MSUHJDPnD2UukFwX7Lj4QotNEOwO57f8pUefw%3D%3D&webInteractiveContentId=185785618782&portalId=8302174)

[ Data Teams ](https://www.rayven.io/industries-and-roles/for-data-engineering-platform)

**

[![Ingest, transform + orchestrate real-time data pipelines, dashboards, apps - anything!](https://no-cache.hubspot.com/cta/default/8302174/interactive-194116561808.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLfB3bEbXYrjjO5xM%2F6oV3IIlRSKGUWLl8shNC74HckOw%2B4Eg%2BVeR%2F6cUJlSjiU%2BEDeWQoW0sZErmxDOyT3RBpcmHySq%2F1IipLI5%2ByZa4hFxI%2BM4LQnBzL%2Fw863G3icwQumtCoPsLJ6oWJy3EyTeka1r4A1JhKjdnk9N0CYnPJpNiHToB3dLYVzjMB%2BDBMN0GCWohx%2FzQ%3D%3D&webInteractiveContentId=194116561808&portalId=8302174)

[ Senior Management ](https://www.rayven.io/industries-and-roles/senior-management)

**

[![Improve real-time transparency, decision-making + empower your people to improve.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185785618812.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJD0%2F0vfT0%2F0d9SonEKE49KfkvB%2FDwf%2FG%2FnDRJUsEYttYcJLuOK9FSScX7wypFeaTBRzkcxAFKGZzBJ4DLcMxRcgR7axtexU58a%2B%2B%2BO3u4GACnWF30UIaiT8koVa4K6SH76c%2FtpgNXevdBNC%2BTjTrTHVquT5ypyEoFKSTRdSETQItlAjEB8UQ1sCA%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

[ Services ](https://www.rayven.io/services)

**

### Overview

[ Services Overview           ](https://www.rayven.io/services)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Enterprise Services ](https://www.rayven.io/services/enterprise-application-development)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

### Set Engagements

[ Agentic AI ](https://www.rayven.io/services/agentic-ai)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Accountancy ](https://www.rayven.io/services/ai-accounting-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Financial Services ](https://www.rayven.io/services/ai-financial-services-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ AI for Government + Agencies ](https://www.rayven.io/services/ai-government-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Asset Management ](https://www.rayven.io/services/asset-management-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Custom Software for Industrial Services ](https://www.rayven.io/custom-software-industrial-services-engagement)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Execution Gap ](https://www.rayven.io/services/execution-gap)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Industrial IIoT ](https://www.rayven.io/services/industrial-iiot)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Partner ](https://www.rayven.io/partners)

**

### Overview

[ Partner Home ](https://www.rayven.io/partners)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Become a Partner ](https://www.rayven.io/partners/become-a-partner)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ White Label Applications      ](https://www.rayven.io/partners/white-label-solutions)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Partner Directory ](https://www.rayven.io/partners/directory)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

### We Partner With

[ MSPs ](https://www.rayven.io/partners/msps)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ IoT Devices + Hardware ](https://www.rayven.io/partners/iot-hardware-vendors)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Consultancies ](https://www.rayven.io/partners/specialist-consultancies)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Industrial Automation ](https://www.rayven.io/partners/industrial-automation-scada)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ OEMs ](https://www.rayven.io/partners/industrial-oems)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Environmental / ESG ](https://www.rayven.io/partners/environmental-esg-monitoring)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Integrators ](https://www.rayven.io/partners/systems-integrators)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Connectivity + Telcos ](https://www.rayven.io/partners/connectivity-providers)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Inspection / NDT ](https://www.rayven.io/partners/inspection-asset-integrity)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Resources ](https://www.rayven.io/blog)

**

### Library

[ ALL ](https://www.rayven.io/blog)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Articles + Blogs ](https://www.rayven.io/blog/tag/blogs)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Brochures + eBooks ](https://www.rayven.io/blog/tag/brochures-ebooks)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Case Studies ](https://www.rayven.io/case-study)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Readiness Assessment           ](https://www.rayven.io/tools/readiness-assessment)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

[ Webinars ](https://www.rayven.io/blog/tag/webinars)

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKIKGQKFlf86ZWZhMZz1GANZ%2FxEPwaaVDBtFIrBfllrxmgrQERmZI9l%2BXmrJeATQd5fI4HDPAzUtXPcXbKY%2FyPDaJIYxM95LW0DhGeCDi0Z6po%2F1jt88%2FbGAs4eOhgpNNpRiKmNUJlrMWI9zy3%2FgmSsCN%2BcLyI4zLFdZZ9%2BhK%2FY&webInteractiveContentId=185823046841&portalId=8302174)

### Our Company

[ About Rayven ](https://www.rayven.io/about)

**

[![Learn more about Rayven, our mission + history.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183792126777.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLILqYKbz1xiYw0pVMILKqVjZu%2Fp8TKSdx94BtKPGaJ8hgMvhj%2FMZzMwb9z40h7prqIv2ttd%2B%2BwQF2OvDGglavTthZtZHAFjEJJ%2BytqN3IwddfzQEtJVf42AATGDk9D2BeqrP8D5j1sRg1f%2B7xTEhibhP%2FAvyreZOE9LqRfcmqdiYg%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

[ Contact Us ](https://www.rayven.io/contact)

**

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Retail, e-commerce + omnichannel brands

# Get AI running stores, stock + channels - sell it through.

Connect every system, run every store and channel live, put your team back on the floor, not in spreadsheets. **Australian team, configurable to your data residency + regulatory framework needs.**

[Book a 30-min walkthrough →](https://www.rayven.io/contact) [See what we build →](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software#mfg-build)

★★★★★**5/5** across 140+ reviews

**Australia-based**

**2-12 weeks** to working

![Retail operations team](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/a_All-Industry-Images/Retail-Leader%20WebP.webp)

Live in 2-12 weeks

Trusted by 240+ teams across Australia + globally

- ![ABCDust](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ABC-Dust2-60-grey.png?width=221&height=60&name=ABC-Dust2-60-grey.png)
- ![Anglo American](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png?width=272&height=60&name=anglo-american-60-grey.png)
- ![AngloGold Ashanti](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/AngloGold-Ashanti-2-60-grey.webp?width=207&height=60&name=AngloGold-Ashanti-2-60-grey.webp)
- ![AquaAnalytics](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/aquaanalytics-60-grey.png?width=207&height=60&name=aquaanalytics-60-grey.png)
- ![Blue Mountains City Council](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Blue-Mountains-CC-60-grey.png?width=88&height=60&name=Blue-Mountains-CC-60-grey.png)
- ![Collective Intelligence](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Collective%20Intelligence-grey-60.png?width=1000&height=490&name=Collective%20Intelligence-grey-60.png)
- ![CSIRO](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/CSIRO_grey-60.png?width=2048&height=2048&name=CSIRO_grey-60.png)
- ![Ericom](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ericom-60-grey.png?width=240&height=60&name=ericom-60-grey.png)
- ![EYEMine](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/EyeMine-60-grey.png?width=318&height=60&name=EyeMine-60-grey.png)
- ![Fulton Hogan](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png?width=217&height=60&name=Fulton-Hogan-60-grey.png)
- ![Glencore](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png?width=343&height=60&name=Glencore-60-grey.png)
- ![NSW Government](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/nsw-government-two-colour-grey-60.png?width=1194&height=1268&name=nsw-government-two-colour-grey-60.png)
- ![NSW Ports](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/NSW-Ports-60-grey.png?width=169&height=60&name=NSW-Ports-60-grey.png)
- ![Precision Livestock Farming](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/PLF-60-grey.png?width=151&height=60&name=PLF-60-grey.png)
- ![RamJack](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/RamJack_Final_logo_grey-60.png?width=427&height=111&name=RamJack_Final_logo_grey-60.png)
- ![Riverina Fresh](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Riverina-Fresh-60-grey.png?width=72&height=60&name=Riverina-Fresh-60-grey.png)
- ![Telstra](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Telstra-60-grey.png?width=218&height=60&name=Telstra-60-grey.png)
- ![Ventia](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png?width=209&height=60&name=Ventia-Logo-grey-60.png)
- ![Viva Energy](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png?width=120&height=60&name=Viva-60-grey.png)
- ![Vodafone](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Vodafone-60-grey.png?width=84&height=60&name=Vodafone-60-grey.png)
- ![Wattwatchers](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Watt-Watchers-60-grey.png?width=109&height=60&name=Watt-Watchers-60-grey.png)

- ![ABCDust](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ABC-Dust2-60-grey.png?width=221&height=60&name=ABC-Dust2-60-grey.png)
- ![Anglo American](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/anglo-american-60-grey.png?width=272&height=60&name=anglo-american-60-grey.png)
- ![AngloGold Ashanti](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/AngloGold-Ashanti-2-60-grey.webp?width=207&height=60&name=AngloGold-Ashanti-2-60-grey.webp)
- ![AquaAnalytics](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/aquaanalytics-60-grey.png?width=207&height=60&name=aquaanalytics-60-grey.png)
- ![Blue Mountains City Council](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Blue-Mountains-CC-60-grey.png?width=88&height=60&name=Blue-Mountains-CC-60-grey.png)
- ![Collective Intelligence](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Collective%20Intelligence-grey-60.png?width=1000&height=490&name=Collective%20Intelligence-grey-60.png)
- ![CSIRO](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/CSIRO_grey-60.png?width=2048&height=2048&name=CSIRO_grey-60.png)
- ![Ericom](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/ericom-60-grey.png?width=240&height=60&name=ericom-60-grey.png)
- ![EYEMine](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/EyeMine-60-grey.png?width=318&height=60&name=EyeMine-60-grey.png)
- ![Fulton Hogan](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Fulton-Hogan-60-grey.png?width=217&height=60&name=Fulton-Hogan-60-grey.png)
- ![Glencore](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Glencore-60-grey.png?width=343&height=60&name=Glencore-60-grey.png)
- ![NSW Government](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/nsw-government-two-colour-grey-60.png?width=1194&height=1268&name=nsw-government-two-colour-grey-60.png)
- ![NSW Ports](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/NSW-Ports-60-grey.png?width=169&height=60&name=NSW-Ports-60-grey.png)
- ![Precision Livestock Farming](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/PLF-60-grey.png?width=151&height=60&name=PLF-60-grey.png)
- ![RamJack](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/RamJack_Final_logo_grey-60.png?width=427&height=111&name=RamJack_Final_logo_grey-60.png)
- ![Riverina Fresh](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Riverina-Fresh-60-grey.png?width=72&height=60&name=Riverina-Fresh-60-grey.png)
- ![Telstra](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Telstra-60-grey.png?width=218&height=60&name=Telstra-60-grey.png)
- ![Ventia](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Ventia-Logo-grey-60.png?width=209&height=60&name=Ventia-Logo-grey-60.png)
- ![Viva Energy](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Viva-60-grey.png?width=120&height=60&name=Viva-60-grey.png)
- ![Vodafone](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Vodafone-60-grey.png?width=84&height=60&name=Vodafone-60-grey.png)
- ![Wattwatchers](https://www.rayven.io/hs-fs/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Grey%2060/Watt-Watchers-60-grey.png?width=109&height=60&name=Watt-Watchers-60-grey.png)

The shift

## Your business has the data. Your team is chasing it.

Online sells one number, the store floor another. Stock, sales + orders live in different systems and never line up. Your POS, e-commerce, inventory, and ERP are all there - just not talking.

Rayven connects every source and writes decisions back to the systems running your business - live, on what you already run. **Your team spends the day selling, not reconciling systems.**

******app.rayven.io / retail

![One view of every channel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Collective-Intelligence-Solution-2-500.png) ![Ask your business a question](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Conversational-Analytics-Solution-WebP.webp) ![Stock + replenishment, live](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Inventrory-Optimisation-Solution-WebP.webp) ![Pricing + demand, forecast](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Market-Tracker-Solution-500.webp) ![Sales + margin, by channel](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Custom-Analytics-Solution-WebP.webp) ![Every store + order, one view](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/AAMG-Solution-WebP.webp)

One view of every channelOnline and in-store, together Ask your business a questionPlain-English answers from your data Stock + replenishment, liveRight product, right place, right time Pricing + demand, forecastSee the shift before it costs you Sales + margin, by channelWhere you actually make money Every store + order, one viewWhat is selling now, not last week

Where retail teams are stuck

## The work nobody wants is the work eating your operations team.

### Online and in-store never agree

POS, e-commerce, inventory and the ERP sit apart. The same product, order or customer gets re-keyed system to system, and no one holds the full picture across channels.

### Decisions run on yesterday's numbers

Sales, stock + margin data lands as reports the next day. Pricing, replenishment and promotions get set on figures that are already stale.

### Reporting gets rebuilt by hand every deadline

Multi-channel and multi-store reporting is reconstructed manually every cycle - days the team should spend serving customers, not stitching spreadsheets together.

### Customer data is outgrowing your systems

Loyalty, e-commerce + customer data is growing faster than legacy systems can integrate it. The signals that drive sales never land where the team can act on them.

What we deliver

## Everything you need to run a connected retail business.

Seven capabilities, one platform + one Australian team. Each one solves a real retail problem - and every card links to the detail.

### [  AI-ready data AI Data Fabric The data foundation your business actually needs. POS, e-commerce, inventory, supply chain, and the ERP - unified into one real-time, AI-ready layer. No exports, no prep. POS + stores→ E-commerce + online→ Inventory + supply chain→ Rayven AI Data Fabric   Live, unified, AI-ready Explore AI Data Fabric →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

### [  AI + your data MCP Ask your business a question, get a real answer. Point Claude, ChatGPT, or any LLM at your live sales, stock + customer data. Which lines should we mark down before they tie up cash? Forty-two flagged. Slow sell-through, high stock cover, margin slipping. Drafted markdowns, ready to push to POS and online. Sell-through Stock cover Margin Explore Rayven MCP →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

### [  AI Autonomous Agentic AI Retail that runs itself. Agents watch stock, sales + demand, spot the issue, act - with or without human intervention. 14:08:11 SENSE Size 9 sold out online, 40 in store 12 14:08:12 DECIDE Rebalance stock, hold the price 14:08:13 ACT ✓ Transfer raised, listing updated Explore Agentic AI →](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

 

### Custom apps + portals

Build the AI-powered retail software you need, fast.

Inventory and replenishment apps, store-ops and task apps, click-and-collect and fulfilment portals, pricing and promotion tools, loyalty and customer apps, field-merchandising apps - designed around how your business actually works. Real-time from day one, live in weeks, at a fraction of the cost of enterprise platforms or an internal build.

AI-powered Real-time Live in weeks A fraction of the cost

[Explore custom apps →](https://www.rayven.io/solutions/custom-software) [See example apps you can build ↓](https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software#mfg-build)

![Custom retail app built on Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Inventrory-Optimisation-Solution-WebP.webp)

### [  Real-time data Decisions on what is selling now, not last week. Live feeds from POS, e-commerce, inventory, and warehouse systems. REST, webhook, file, ODBC, EDI - whatever the source. POS + storesLive E-commerceLive Inventory + WMSLive POS · E-commerce · Inventory · WMS · ERP Explore the platform →](https://www.rayven.io/platform)

### [  Integration Connect what others say cannot be connected. 1,228+ fast-track connectors across POS, e-commerce, inventory, supply chain, and ERP. Bidirectional, real-time + a builder for anything we do not already have. Files POS E-comm Inventory Supply chain Payments CRM ERP + 1,220 more fast-track connectors Explore integration →](https://www.rayven.io/solutions/data-integration-platform)

### [  Automation The gap between spotting a problem and acting disappears. Sub-second triggers and closed-loop writeback to the systems running your business. trigger Stock hits reorder point ↓ act Raise the PO with the supplier ↓ act Update availability online and in store ✓ 0.9s end-to-end Explore automation →](https://www.rayven.io/solutions/automation-software)

What we build

## What we build for retailers.

A snapshot of what we deliver - named applications, live in 2-12 weeks, on your existing systems, by an Australian team. AI-led tools lead the list; portals, workflows + integrations follow.

AI

AI demand forecasting

Know what sells before it does

AI

AI replenishment + allocation

Right stock, right store

AI

AI markdown + price optimisation

Protect margin, clear stock

AI

AI promotion forecasting

Know what a promo will do

AI

AI shrink + loss detection

Catch it at the source

AI

AI personalisation + recommendations

Bigger baskets, more often

AI

AI customer churn prediction

Keep the customers you have

AI

AI conversational reporting

Ask your data, get an answer

AI

AI returns + fraud detection

Spot the pattern early

AI

AI assortment planning

The right range, every store

Inventory + stock dashboards

Every SKU, every location

Replenishment + ordering apps

Reorder before you run out

Click-and-collect + fulfilment

Order anywhere, fulfil anywhere

Store-ops + task apps

The whole floor on one device

POS + e-commerce integration

Online and in-store, one view

Loyalty + customer portals

Know every customer

Pricing + promotion management

One price book, every channel

Supplier + PO portals

Suppliers connected end-to-end

Warehouse + DC apps

Inbound to dispatch, tracked

Field-merchandising apps

Capture in-store, sync anywhere

Returns + RMA apps

Faster returns, less leakage

Compliance + audit portals

Audit-ready evidence on demand

Sales + margin dashboards

Where you make money, live

Mobile stocktake apps

Count fast, count right

Single source of truth

All your data, unified

[Tell us what you need built →](https://www.rayven.io/contact) [Explore custom apps + software →](https://www.rayven.io/solutions/custom-software)

![Shopify](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Shopify_Logo-300.png)![Magento](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Magento.logo.png)![BigCommerce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Big-Commerce-Logo-300.png)![Vend](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Vend_(software)_logo.svg.png)![Toshiba](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/TOSHIBA_Logo.png)![Manhattan](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Facility%20Management/Facility%20Management%20Tech%20Logos/Manhattan-WMS-logo-300.png)![Blue Yonder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Blue_Yonder_logo-300.png)![Infor](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/Infor-logo-300.webp)![NetSuite](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/2024_NetSuite_logo-300.png)![Microsoft Dynamics 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Dynamics-365-CRM-Filter.png)![Salesforce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Salesforce-300.png)![Stripe](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Stripe-300.png)![PayPal](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/PayPal-300.png)![Mailchimp](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/mailchimp-logo-300.png)![Shopify](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Shopify_Logo-300.png)![Magento](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Magento.logo.png)![BigCommerce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Big-Commerce-Logo-300.png)![Vend](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Vend_(software)_logo.svg.png)![Toshiba](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/TOSHIBA_Logo.png)![Manhattan](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Facility%20Management/Facility%20Management%20Tech%20Logos/Manhattan-WMS-logo-300.png)![Blue Yonder](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Blue_Yonder_logo-300.png)![Infor](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Manufacturing/Manufacturing%20Tech%20Logos/Infor-logo-300.webp)![NetSuite](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/2024_NetSuite_logo-300.png)![Microsoft Dynamics 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Dynamics-365-CRM-Filter.png)![Salesforce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Salesforce-300.png)![Stripe](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Stripe-300.png)![PayPal](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/PayPal-300.png)![Mailchimp](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/mailchimp-logo-300.png)

 

Our Australia-based team can integrate + unite the systems you already use to deliver a custom solution that's guaranteed to fit.

 

![SAP](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/SAP_2011_logo.svg.png)![Oracle](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/oracle_logo.png)![Workday](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/workday_logo.png)![Power BI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Power-BI-300.png)![Snowflake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/snowflake-logo-300.svg)![Databricks](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/databricks-logo.png)![OpenAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/OpenAI-Logo-300.png)![Claude](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Claude_AI_logo-300.png)![Google Gemini](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Google_Gemini_logo-300.png)![Microsoft 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/microsoft365-logo-300.png)![AWS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/1200px-Amazon_Web_Services_Logo.svg.png)![Microsoft Azure](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Azure.png)![SAP](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/SAP_2011_logo.svg.png)![Oracle](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/oracle_logo.png)![Workday](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/workday_logo.png)![Power BI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Power-BI-300.png)![Snowflake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/snowflake-logo-300.svg)![Databricks](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/databricks-logo.png)![OpenAI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/OpenAI-Logo-300.png)![Claude](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Claude_AI_logo-300.png)![Google Gemini](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/Google_Gemini_logo-300.png)![Microsoft 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/microsoft365-logo-300.png)![AWS](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/1200px-Amazon_Web_Services_Logo.svg.png)![Microsoft Azure](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Azure.png)

How it works

## We deploy over the top of what you already run.

No rip-and-replace.

The [Rayven Platform](https://www.rayven.io/platform) sits on top of your existing systems and connects them in real-time - whatever you run, whatever vendor, however old. Nothing gets torn out, nothing at risk, live in weeks.

✓  No rip-and-replace  
✓  No disruption  
✓  No risk to what's working

Security, Governance + Hosting ▾

[Hosting + Management](https://www.rayven.io/platform/security/hosting-management) [Audit Trails + Logs](https://www.rayven.io/platform/security/audit-trails-logs) [Deployment + Architecture](https://www.rayven.io/platform/security/deployment-architecture) [Usage + Metrics](https://www.rayven.io/platform/security/usage-metrics) [Enterprise Security](https://www.rayven.io/platform/security/enterprise-security) [Users, Roles + Access](https://www.rayven.io/platform/security/users-roles-access) [White Labelling](https://www.rayven.io/platform/security/white-labelling) [Governance + Controls](https://www.rayven.io/platform/security/governance-controls)

Presentation / UI Layer ▾

[Custom Form Builder](https://www.rayven.io/platform/presentation/custom-form-builder) [QR Code Generator](https://www.rayven.io/platform/presentation/qr-code-generator) [Screen Flows + Hierarchies](https://www.rayven.io/platform/presentation/screen-flows-hierarchies) [Dynamic Reports](https://www.rayven.io/platform/presentation/dynamic-reports) [Dashboards + Visualizations](https://www.rayven.io/platform/presentation/dashboards-visualizations) [HTML + JavaScript](https://www.rayven.io/platform/presentation/html-javascript) [Conversational Analytics](https://www.rayven.io/platform/presentation/conversational-analytics) [Widgets + UI Components](https://www.rayven.io/platform/presentation/widgets-ui-components) [Notifications + Alerts](https://www.rayven.io/platform/presentation/notifications-alerts)

Execution Layer ▾

[Gen AI + AI Agents](https://www.rayven.io/platform/execution/gen-ai-agents) [Control + Automation](https://www.rayven.io/platform/execution/control-automation) [Workflows + Triggers](https://www.rayven.io/platform/execution/workflows-triggers) [Approvals + Exceptions](https://www.rayven.io/platform/execution/approvals-exceptions) [Predictive AI / ML](https://www.rayven.io/platform/execution/predictive-ai-machine-learning) [Rayven MCP](https://www.rayven.io/platform/execution/rayven-mcp)

Data Layer ▾

[Real-Time Data Processing](https://www.rayven.io/platform/data/real-time-data-processing) [Calculation + Aggregation](https://www.rayven.io/platform/data/calculation-aggregation) [Unified Data Tables](https://www.rayven.io/platform/data/unified-data-tables) [File Parsing](https://www.rayven.io/platform/data/file-parsing) [AI Models + Training](https://www.rayven.io/platform/data/ai-models-training) [Data Storage](https://www.rayven.io/platform/data/sql-cassandra-storage) [Data Management](https://www.rayven.io/platform/data/data-management) [Data Transformation](https://www.rayven.io/platform/data/data-transformation)

Integration Layer ▾

[IT/OT Connectors](https://www.rayven.io/platform/integration/prebuilt-connectors) [API Endpoints](https://www.rayven.io/platform/integration/api-endpoints) [Streaming Data](https://www.rayven.io/platform/integration/streaming-data-connectors) [IoT Devices + Protocols](https://www.rayven.io/platform/integration/iot-devices-protocols) [Forms + Manual Input](https://www.rayven.io/platform/integration/forms-manual-input) [Custom Integrations](https://www.rayven.io/platform/integration/custom-integrations) [AI Connectors](https://www.rayven.io/platform/integration/ai-connectors) [File Uploads](https://www.rayven.io/platform/integration/file-uploads)

↑ ↑ ↑

Your Systems + Infrastructure

IT Systems OT Systems IoT + Data Streams Files + Data Third-Party Systems

Click any layer to explore what's included.

---

<https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software#>

## Why we're faster, better + lower cost.

**Don't start from scratch:** we balance customisability + capability with speed and long-term support.

70%

### Ready-to-go from the start.

The Fragmented Enterprise Stack.

![Integration](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Integration-mulesoft.webp)Integration

![Storage](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/storage-snowflake.webp)Storage

![Streaming](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Streaming-Confluent.webp)Streaming

![Workflow](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/workflow-zapier.webp)Workflow

![App Dev](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Other%20Pages/Bubble-alt.png)App Dev

![Data Lake](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Data-Lake-Databricks.webp)Data Lake

![Visualization](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Visualization-PowerBI.webp)Visualization

![IoT / ML](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/IoT-ML-AWS.webp)IoT / ML

![Security](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Partner%20+%20Tech%20Logos/Security-Crowdstrike.webp)Security

→

Security, Governance + Hosting

Presentation / UI Layer

Execution Layer

Data Layer

Integration Layer

↑  ↑  ↑

Your Systems + Infrastructure

IT Systems · OT Systems · IoT · Data Streams · Files + Data · Third-Party

One platform with the capabilities of multiple technologies - united, ready + managed for you.

30%

### Customised for you.

![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/AAMG-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Inventrory-Optimisation-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Market-Tracker-Solution-500.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Workspace/AI-Ready-Flow%20WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Conversational-Analytics-Solution-WebP.webp) ![](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025%20Screenshots/Solutions/Custom-Analytics-Solution-WebP.webp)

Built for your needs - no bloat, no consultants, no lock-in.

EBOOK DOWNLOAD

### The New Rules of Operational Software.

Why retailers are moving beyond legacy POS and ERP platforms to build faster, smarter operational systems.

Download our free eBook to discover how you can integrate + modernise your existing retail software and rapidly create your own operational applications - without ripping out current systems or technology.

This FREE eBook explores:

- How and why current software is holding you back + what you can do about it
- The 'Over-the-Top' approach and what it involves
- How OTT compares to existing approaches (timescale, cost + ROI)
- How to build the business case + roadmap for operational software

Discover how you can create future-fit applications + add AI in weeks.

![eBook](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brochures%20+%20Assets/011%20-%20New%20Rules%20of%20Op%20Software%20Mar-26/Front%20-%20The%20New%20Rules%20of%20Operational%20Software%20-%20WebP.webp)

[ FORM-FREE SUMMARY ](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brochures%20+%20Assets/011%20-%20New%20Rules%20of%20Op%20Software%20Mar-26/Rayven%20-%20The%20New%20Rules%20of%20Operational%20Software%20-%20Summary.pdf)

[ DOWNLOAD EBOOK ](https://www.rayven.io/ebook/the-new-rules-of-operational-software)

Retail FAQs

## Questions retail leaders ask us.

### Can Rayven connect to our POS, e-commerce + back-office systems without replacing them?

Yes. Rayven sits over the systems your business already runs - POS, e-commerce, inventory, supply chain, and the ERP - and reads and writes to them bidirectionally. [1,228+ fast-track connectors](https://www.rayven.io/solutions/data-integration-platform), plus a builder for anything we do not already have.

### How long until we can see stock + sales live across every channel instead of in next-day reports?

Two to 12 weeks for [Done-for-you delivery](https://www.rayven.io/solutions/custom-software); three weeks is our platform average. We start with one view live and working - stock, sales, or fulfilment - then expand across the business.

### Where is our customer and sales data hosted, and how is it governed?

Cloud, on-premise, private cloud, or hybrid - we deploy where your data residency + governance requirements need us to. Encryption at rest and in transit, granular access control, full audit logging. Configurable to your jurisdiction’s data residency rules.

### Can your AI (MCP) read our sales + stock data through Claude or ChatGPT?

Yes. [Rayven MCP](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp) lets any LLM - Claude, ChatGPT, or your own model - query and act on your live data. Real-time access, no data prep, governed and audit-logged at field level.

### Do we keep ownership of the apps + workflows you build for us?

Always. Your data stays yours and your applications stay yours. We use the same toolkit we give you, so you are never locked out of what we build together.

### How do you handle payments, tax + compliance across the regions we trade in?

Rayven connects to the payment, tax and compliance systems you already run and keeps the audit trail at field level. Configurable to your jurisdiction’s tax, payments + compliance framework - we do not lock you to one region’s rules.

### How is this priced - per store, per channel, per user?

A flat subscription: one platform, one team, one commercial arrangement. No per-store, per-channel, or per-user fees. Pricing is transparent and discussed up-front.

### Can our team extend what you build without coming back to Rayven?

Yes. Everything we build sits on the same [Rayven Platform](https://www.rayven.io/platform) you have access to. Your team can extend, modify + build new on top using the same visual builders we use.

Get started

## Spend the day selling - not reconciling systems.

Talk to an Australian engineer. Free assessment. Honest answer on what we can do for your business, by when, at what cost.

[Talk to us →](https://www.rayven.io/contact) [Free assessment →](https://www.rayven.io/free-assessment)

5/5 across 140+ reviews · 240+ deployments live · 24+ industries served

AVAILABLE

“Tell me what you need, by when. I’ll tell you what we can do, honestly.”

Australian-based engineer  
**Retail + e-commerce specialism**

✓ No hard sell · ✓ Honest scope · ✓ Fast reply

<https://www.rayven.io>

- Solutions 
    - [Custom Applications](https://www.rayven.io/solutions/custom-software)
    - [Custom AI + Agents](https://www.rayven.io/solutions/custom-ai-solutions)
    - [IoT Solutions](https://www.rayven.io/iot-platform)
    - [Unified Data Platforms](https://www.rayven.io/solutions/unified-data-platform)
    - [Data Collection Tools](https://www.rayven.io/solutions/data-collection-software)
    - [Automations](https://www.rayven.io/solutions/automation-software)
    - [Integrations](https://www.rayven.io/solutions/data-integration-platform)

- [Platform](https://www.rayven.io/platform) 
    - [Platform Home](https://www.rayven.io/platform)
    - [Integration Layer](https://www.rayven.io/platform/integration)
    - [Data Layer](https://www.rayven.io/platform/data)
    - [Execution Layer](https://www.rayven.io/platform/execution)
    - [Presentation / UI Layer](https://www.rayven.io/platform/presentation)
    - [Security, Governance + Hosting](https://www.rayven.io/platform/security)

- [Use Cases](https://www.rayven.io/industries-and-roles)

- [Partner with Rayven](https://www.rayven.io/partners) 
    - [Partner Directory](https://www.rayven.io/partners/directory)

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    - [Contact Us](https://www.rayven.io/contact)
    - [Management Login](https://workspace.rayven.io/login.aspx)
    - [info@rayven.io](mailto:info@rayven.io)

 

<https://www.rayven.io/industries-and-roles/retail-process-automation-ai-software#body> 

![](https://px.ads.linkedin.com/collect/?pid=2581828&fmt=gif)

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    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Two to 12 weeks for Done-for-you delivery; three weeks is our platform average. We start with one view live and working - stock, sales, or fulfilment - then expand across the business."
    },
    "name" : "How long until we can see stock + sales live across every channel instead of in next-day reports?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Cloud, on-premise, private cloud, or hybrid - we deploy where your data residency + governance requirements need us to. Encryption at rest and in transit, granular access control, full audit logging. Configurable to your jurisdiction&#8217;s data residency rules."
    },
    "name" : "Where is our customer and sales data hosted, and how is it governed?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Rayven MCP lets any LLM - Claude, ChatGPT, or your own model - query and act on your live data. Real-time access, no data prep, governed and audit-logged at field level."
    },
    "name" : "Can your AI (MCP) read our sales + stock data through Claude or ChatGPT?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Always. Your data stays yours and your applications stay yours. We use the same toolkit we give you, so you are never locked out of what we build together."
    },
    "name" : "Do we keep ownership of the apps + workflows you build for us?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Rayven connects to the payment, tax and compliance systems you already run and keeps the audit trail at field level. Configurable to your jurisdiction&#8217;s tax, payments + compliance framework - we do not lock you to one region&#8217;s rules."
    },
    "name" : "How do you handle payments, tax + compliance across the regions we trade in?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "A flat subscription: one platform, one team, one commercial arrangement. No per-store, per-channel, or per-user fees. Pricing is transparent and discussed up-front."
    },
    "name" : "How is this priced - per store, per channel, per user?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Yes. Everything we build sits on the same Rayven Platform you have access to. Your team can extend, modify + build new on top using the same visual builders we use."
    },
    "name" : "Can our team extend what you build without coming back to Rayven?"
  } ]
}
```