---
title: Energy + Utilities Software - AI-powered operations | Rayven
description: Connect OT, SCADA + back-office systems in real-time. Build AI-powered energy + utilities software that improves asset performance - live in 2-12 weeks.
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=AVxigLKMHRu3ozBgHnBR7eeWVYrh43G0DH3Ce4KiTufU86SJ9Tm0BYWBnOUqgiXAdmT0CN%2FZUNqo%2BeD8IHT6bkavwPDuTtp%2FjZuJj%2FtT7ZtDiMEyJRr%2BGB4pDOxm8zkA0Iuxtt4rRw%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=AVxigLKMHRu3ozBgHnBR7eeWVYrh43G0DH3Ce4KiTufU86SJ9Tm0BYWBnOUqgiXAdmT0CN%2FZUNqo%2BeD8IHT6bkavwPDuTtp%2FjZuJj%2FtT7ZtDiMEyJRr%2BGB4pDOxm8zkA0Iuxtt4rRw%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=AVxigLJTs6F1hEFUO8t9H7EldBBWf8nDRO9tbi4Bys5glfoEoejiaGKccbrLLqMtLsdxHNvLnEtzP2V6avY6xh2baYAyBiIjvrlDrTB190iYvpfeegowJiEMFVhFT7juBNbdXPqL4mu2fqb9OqkZJdV8mGqHS7KXMPL1%2FTKlP1WPUgFUdRNZZWaQ%2BPxpdmYKaDbLPCSCg09sfb%2FTPhEss4cOsw%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=AVxigLIht9%2Fd4raOLOJEa9qrRb%2FlRQ%2BwbYF90nUOi08gHVm1okv3frn1AT5210BFGEBb3xptnNrneuM%2F1VAm3g1C6U3n2lkX%2F9BYjt3xwdf5be95TYaFb33HMTTKJWI7AF1G2n%2FsMhVi%2Fu6QqCLnLHcKO9Rq60RIOZ0MsNqbk7mNvNsor8g5CXhWtMzQWs4rXIspdtF5XSSLyXJW7Q%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=AVxigLIMe5Nb3XL4F0fK03Tne78SHTkggeppNN7RXp7yvAoMoEJordT74ehK0Lxt4PWhg5DeMuR1kv5BN9TMkes%2BLrd7lQdQgAR64CJTxNFJDh6Qm%2BQ25tEr%2BKa72TDJpY5FoEINOdH5xb97LgGgbbfSInS1YMnzwVTLFdL%2FhR%2BljnNB00kEx%2Bz2y1eJyi5GOz%2FMd9o4txK9YCRp9Q%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=AVxigLLq1IPDcUHtGBuBnkscoTvmiIpEuTVc6Te4WOW2SOGLyrgYe8tL%2FeGDQ%2B71NsYGAxQdDuPB0A5jKKU5704FpoapRGEnj0qmjvCF2poO%2B4a3ggCRJzbLFGXitNvKZHD6KQrPaEU0kAwDLaDlJWA42%2Bm5lelomgAe2pdX0uNZ95nqAosy%2BFUfV7PF2Fx1miPge1b62lc%2B%2FEoreb29tXe4oxk%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=AVxigLLvhZogRoCC8TXVYcsYeQoBNcOKBXhmK2LxAR%2B8I%2BIc8%2F3jlued4H3VqodF3ckPFo2RzDK9YBQ48TezrPJF49gxNoFbCZ%2F9e0pu6Dt19o8DdoS22buFe9MEaotolUQVxMLQvNtiHDbM1gVPfC68B95wRI72Ug2pVk8RYQi1dkSqmkEwSScrxbBzy%2FVt87Q3%2FUIOAq5eF1s1ePkr0Zo%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=AVxigLJ%2Bow%2FvUHS2M7Qfv6VF8H6kgk1prAgo4j%2FyGh3tFwc%2F3y%2F7639MtrM29LELI89rHEF8iYRHgprEIoZoZyNk6pOxjPlph5L8GDO3Uja9WcovlcJLsfmwi9mMUK9XKVWEfvP%2BcUS5ITCgFkvqtwBohO5b29rHBp9WocLyAGmbWYkHHmn71IGy9H8UYvdejH9%2BEk7ayhOXzUKFJhF%2BJo35mwtc%2FA%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=AVxigLKFjoBndsfdzsKsi725ZeyHQ2MguhZaYmY%2FJOZcS2JqNZHQkv25VYI861yIH6bm5necqQ9kgDTEfIHzLWNw6uzBVC3L5RRaG0UNb%2FxeXj6iKrxEy3D19Crl9SgrRdMMCUQRrPZf203xkTD8YbJIxN3%2B%2F7JWH0T6Tcifh9TzEC%2FAegPMU0SaGWxEZIeupkTOZBf46%2Bgyp5idjl8mWsYCwcKDrkY%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=AVxigLKlWjI8BlKznAWdvk8r%2F8vx33ZwD5SoZvyJOqMEVEjGchKoJpc0u5vKxhOIL4%2FrGhd%2F6xj%2B8H4LsjPVZX8gf%2BcJXisZ0Lrft47IJIE5vtIDIB8rIY55RTcKXyMl3%2BJvpVrHF1bxf2gaSQ2PxJ3UtiPHKywFWAJiU9Wv2kXNTKotGRVYKMqcFhgN9x5UERJLgl3nsJPrJZ1qev%2FWDAqNe9Y%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=AVxigLKGqZQWMLkDGle2vJw%2FZDGUFaqOLN5lkl%2FflubAKiiPmn3myCACNf6PZIejfznwWsKc37%2B0OFSmlqI6ic4xh6hGtiA%2FoHUUrMa7C6tnYScp4EMmhQFgVWyCEzh7GGrlE2rTl41uHZN%2FMb1IZLE3eeVRV4eES7ZovHgdVxl9MLKg2uLUN%2BvNmTiinUkAAaoMxdmCtS4wa9U0PsxW74LIZQ%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=AVxigLJGiZ4qAOcunnJHoLi5lWRx2Fxh9CEW%2FuChNJ13cq8%2F2A0IdUP15osryyzefD4GDgRcP2%2F7%2BF1EHc%2FyyxFEz0MFze%2FEjdrLT4D1OyRS91ERULqb52B8wJ3yRXqxicA7bx03sTy9y97rioE4dQDf36O0MVEK99Q8VN2HwHiAlDsZpzCjOc3sZp9nm5AjKKgPBP5H8EMZp5Pgc%2By%2B5myaoOXSpoXSW02d5V93C0sriuMBQw%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=AVxigLJHpYFm6tdKq61vrqboKrOmKLJ%2BSZuYl9jZ0vVXeRoHG%2FIKmq4uKeE8Ucd8k3bgn7e0nVVnY6mjfsb6KMY99q20hl1Ms8RlW2JBFhylRW5rXa127KZxWDZTvhgweSwzKVYoWParn2EiWK%2BFE2Eu6BFHg%2FOHmoAtPaXEr5dfoj3pBvFWnSkyyx6Nt4C1aAuuW%2Bcqf2TTBApxDdntQKIFrOcu&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=AVxigLI5vTyl57Lkoihs9RjiEbGPVrHZAGyPdyx9UZZ9VryRfpRqs6bx%2FcMnXSIAvZc7qFrl5cpvoNADYSs0zFHzH3Tzt8U1e6rWsanxqLjgt96Au0xOf37qdZWVz31p57pqae6ZVdFHJxZie6UyQXv1W5OGnPdbziNV0KU1OTiwue4u3LYLus4tStMUMI5KCzUHwWEvnBRXltvPVa1JmDhdDNwqAw%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=AVxigLLV%2Ff7CSisVhyvnWodg1rw71pdAe77bAwlSqMHATiDwh0oA26nCM4VpMJVFb%2BreUdAF6Jyb%2BTlLY6usJcH58XGAscJ0DBvHtMkwFt46sC7Fc0Mb5Oy3Qhza%2Bfsx4JnIHsF4YWGTqQKuwpFeJJ380cg5E6%2FahPruZgTpOeWW439f9yl5KtxToMOJpv5lnceKA7yn2adJaT2JDVYb84szeh%2FBT3IwGKM%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=AVxigLIx91SwIRJiXYD6HkfZJAmwtlAfSJyOjE7Wmfrga0kns0o7rw5whgss4YjDwoqbLF9M%2BZH8E%2FKeW8pFwJp1rmAmn%2F2NOJQjGCKfLNp6pY1FLrydoBFTgrTJEjnOIGKbrNPgFgdU5rWN0zHjn0lj1nFtoJmhS0NQgs6OL%2BeSTtBL0iZPbv7omG3UfOwDTeKDhyM0PFj1hpV%2BdvAkhuWQOIo%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=AVxigLJEaIHXXk6Jy%2BTe6RqUk31j0LnVl2cxIGU3Duw50g1VeBlBfUj8mWlovFqAGRGmK7CcEPht31YfyXC0RzbAyBemZUhS0b2CF4Gxz2Yn42xCBumsE%2FhI7%2FHUJBDe2E0Oh3xihbLDsYX2Rdsl%2BtdGOdSAdVbFhGAJwVq6XCy9W8Ct3lYyg4o2F9BIKkZ%2F42pkEmIzxwpvJw61ou0%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=AVxigLJ8J2aR5%2F%2Ble8Q8kflIgrkRPuzdSddbgOLphMlzETMASS7erk11eB3lL6sYMl8GO0w8rRooe9RMA8S0CUG3JqkY2pRwJfC5s9tV2k%2FdDxlgVGRs2uO46vA6oxppiA%2BPnLS8g0QZZg5p8fTKKn8CiD1cixsO9B5krxl6Ih3%2FMXCbV9mWYkB0ak1hiUcHwmoO%2Fh8PFw%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=AVxigLLPZWWQq5TBI09YPyyp6SKQzFa9kg8KJIiqT1vGgNfw5sRk%2BiAbma6Bj4%2BbOAWPGkqRO6TVVYQsCaxIC30mEvzaGFNVn5U22zK%2BtJgLn4Kd%2F9X4ALMDjqRDJ1H6zREWgUf6kwcnyXrzpTNDGsYDfWGEZou4LvfR3bBXIWSG3NsRGiSfzvk6cgfgastOEc4QKzlb&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=AVxigLK1tuC5nudftNa9K%2F7hU4cZkIz9g5iPf7utuj3%2BaV%2FHxeD9YfrefJE5VdOfGvlKxZprspsKgZwVBBAA4kb%2Fwp%2FgStLAn2TiGOy%2BO5I9gebczqSwQLsJlaD2Nc16J2dIZsi5I%2BcZhyk0VS6%2BkKaCwIl8WeThGBM0dLuH7zFzrnJGANFjHpSiDkC0DbprHzF3x%2F73xV2R9JekKA%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=AVxigLLFYnfca8j0s2nSbqe8IZt92qR5YcxyN2J7ApKq5mLJHzHTTYGVBx2Urv0kQ1LH5ZHv15Z1NIK%2BwVm2ZENh%2B5JyHFvWjr2h8l0UisNnKBFF3%2B7%2BxmYmc9KyjtGfeGoQ7Ozv2AVvZc7V2h8GrY37HudRV%2FZGwtU1aHgEhHob6LJdOW149Z1xbAXyzMpmF2qnx8kU7OZ8WhCgyugVp0Qd%2FktIRxuYbPM%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=AVxigLKkPL55e8jv%2FwSYIxVL5jkiPGe2OwBCam0z2K%2B%2BvW5SRBUCpPpRO7oqUjxkZ5zMwAu%2FLiGE5ae3fX%2BpkvejN%2B33aVZA4U0BwMjKAEU3SnV40W8HFMSKbZ6qzlmBkYdfnsbNdRtI%2BxvAkTQvtyt1uwhlJXuQyK0D8A6CZT15Pc8WfkJXWyXCdRjrgRKC6Z3U%2B8qHP96Nd6VyhT4Jxpb2wiN7wekDa3lzEDk%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=AVxigLLYKYMRoibTn684n1gZ%2BYZ06SljAzTUpYAVVbO7GrENdmlF9JEQZbEfXfxCnxv13mKfQR8lqGZCUOwzmx5x875xj8B%2F025Jcp0NNifURXVQ4IdZEa%2FJynS8GAhNDQWaqqmXqYixuyLIO%2Fjg8sAZcg66iKko3Azk9dX4qAJNtQ20IW2bgfKhgvmP0VpgcWiRkWITZIBc7dEwx%2FW9PHP17OW3ruDJDjo%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=AVxigLK1tuC5nudftNa9K%2F7hU4cZkIz9g5iPf7utuj3%2BaV%2FHxeD9YfrefJE5VdOfGvlKxZprspsKgZwVBBAA4kb%2Fwp%2FgStLAn2TiGOy%2BO5I9gebczqSwQLsJlaD2Nc16J2dIZsi5I%2BcZhyk0VS6%2BkKaCwIl8WeThGBM0dLuH7zFzrnJGANFjHpSiDkC0DbprHzF3x%2F73xV2R9JekKA%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=AVxigLIyV3YzIBumr2UpQ7MTk4Yv2DuhLGeKVScbK2%2FjzxZTn4Dm624bkcCRTiPWl1WVeP5tB57NGM7jX98oNoQ%2B5uGiC%2Fq5Axi3dgR80WqZpza6mikV8fg%2F2T%2FbKnSJY5%2FgN7V8%2BU55yQ4xRUa2jtPyvWy8Tmkt9FEZBeivb2Gvj88gBkHziQWBFq4CZbftARAHz3nxDhfHedJPKi%2BbtGs%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=AVxigLImMfb%2F0I%2B34a28TRDYvxs4hKHmQDJaLb3fYNhVxn0oFbgUyqgDjc3Gq44MnuhBC1JX%2FVQrjelvqaWdnYUiT1oCpNPRT0oDYJ1DngQpPnxRg6T3sa%2BdI0g7Kpsv2S3U9paC5I6EPNehKz4JaVXTL7g34JlLJCfG5UyDSDHJGWsRtA%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=AVxigLLvGESMU%2F7tNmbeu2h0Wn48tvhgPO%2F9UOEEsBgAn7mj5Lnuh4UxWiJw3n11AWYWZlfQi9r9xwL4T5EZfN2I65ChVdh1nDAMbTDp5GAUAU8WoRpOwzDIac95Fi3mptLxkeBimRfl7IHNRRAzoXZ1tH%2FkdDAsmE8IPclkIyr%2FEuOHYKn1xnauAgcTS%2BH8oQ%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=AVxigLL%2BqbV8L6JmNVHb%2B2SmgM1SFa54HSiR0HrAfE6f4vHOg%2BQ%2FtDoVpxOnT97l1g2tLOny7H9EVpCfLGowwMj5Sz50jfI1gpTF6FrzUocdpwJ8pWWXWfmzRO9bcQ1MpZltd5bdU1zli2joTy9vyio%2FuZhKVUfExaHMHya5I2UA&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=AVxigLIjdS1zJKf%2B0WVGSMkBXkIbVfynlyxWfp7uGTFjDA2GwlhSFwUbd1uqfwFoPMOMbIxeED6ZxsmF9ghkX52cH2l11A2uppCvvxoNI0YXncUaA%2FsjxfGxugRRM5Fc22Zk%2B0JmDEq2kF%2BJlAHMDj2XpUPmBYDQZt%2B076xUDbVqFWHyDOxR%2FNi6b9RNHA%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=AVxigLL3rx40Pq4IbHfWPezL7IHQGRg5MSMliG6jV4X3CtGOkYaV%2Bwgx1tcGgVo9Y1GpTHKt2mG8demtMTIdLb06yb5y6cwHGy0LNanjb81FJKJT4wYJ1Xe%2BbvM4sOd5oYmCUsHPOVA5i2B%2FCXbwGaAAJgQVHCJPUCeDguxHQLFUUX2wHW%2BjfKjdg0TxOD4%2FRMCqPeaBgzcxpA%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=AVxigLJ4SjPu8S0XQyz%2F6n%2FFwqPT3hiGT4nqVLhpD3W8BNNP75KNDjyL3tARoOOrrLR9n%2FKZurwnN%2BsEwbOmXUMPlmTawdFsbwEiBwm%2BpbdNrymXnRSHpqjLlBpu295DeYdskzT1CkAOCaAeH%2BSBj%2BV%2FheWKaDkEEeReOpra2cO4c8PPgJb6l8vn1j34xA%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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&webInteractiveContentId=185823046841&portalId=8302174)

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Library

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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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[![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=AVxigLKMHRu3ozBgHnBR7eeWVYrh43G0DH3Ce4KiTufU86SJ9Tm0BYWBnOUqgiXAdmT0CN%2FZUNqo%2BeD8IHT6bkavwPDuTtp%2FjZuJj%2FtT7ZtDiMEyJRr%2BGB4pDOxm8zkA0Iuxtt4rRw%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=AVxigLKMHRu3ozBgHnBR7eeWVYrh43G0DH3Ce4KiTufU86SJ9Tm0BYWBnOUqgiXAdmT0CN%2FZUNqo%2BeD8IHT6bkavwPDuTtp%2FjZuJj%2FtT7ZtDiMEyJRr%2BGB4pDOxm8zkA0Iuxtt4rRw%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=AVxigLJTs6F1hEFUO8t9H7EldBBWf8nDRO9tbi4Bys5glfoEoejiaGKccbrLLqMtLsdxHNvLnEtzP2V6avY6xh2baYAyBiIjvrlDrTB190iYvpfeegowJiEMFVhFT7juBNbdXPqL4mu2fqb9OqkZJdV8mGqHS7KXMPL1%2FTKlP1WPUgFUdRNZZWaQ%2BPxpdmYKaDbLPCSCg09sfb%2FTPhEss4cOsw%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=AVxigLIht9%2Fd4raOLOJEa9qrRb%2FlRQ%2BwbYF90nUOi08gHVm1okv3frn1AT5210BFGEBb3xptnNrneuM%2F1VAm3g1C6U3n2lkX%2F9BYjt3xwdf5be95TYaFb33HMTTKJWI7AF1G2n%2FsMhVi%2Fu6QqCLnLHcKO9Rq60RIOZ0MsNqbk7mNvNsor8g5CXhWtMzQWs4rXIspdtF5XSSLyXJW7Q%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=AVxigLIMe5Nb3XL4F0fK03Tne78SHTkggeppNN7RXp7yvAoMoEJordT74ehK0Lxt4PWhg5DeMuR1kv5BN9TMkes%2BLrd7lQdQgAR64CJTxNFJDh6Qm%2BQ25tEr%2BKa72TDJpY5FoEINOdH5xb97LgGgbbfSInS1YMnzwVTLFdL%2FhR%2BljnNB00kEx%2Bz2y1eJyi5GOz%2FMd9o4txK9YCRp9Q%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=AVxigLLq1IPDcUHtGBuBnkscoTvmiIpEuTVc6Te4WOW2SOGLyrgYe8tL%2FeGDQ%2B71NsYGAxQdDuPB0A5jKKU5704FpoapRGEnj0qmjvCF2poO%2B4a3ggCRJzbLFGXitNvKZHD6KQrPaEU0kAwDLaDlJWA42%2Bm5lelomgAe2pdX0uNZ95nqAosy%2BFUfV7PF2Fx1miPge1b62lc%2B%2FEoreb29tXe4oxk%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=AVxigLLvhZogRoCC8TXVYcsYeQoBNcOKBXhmK2LxAR%2B8I%2BIc8%2F3jlued4H3VqodF3ckPFo2RzDK9YBQ48TezrPJF49gxNoFbCZ%2F9e0pu6Dt19o8DdoS22buFe9MEaotolUQVxMLQvNtiHDbM1gVPfC68B95wRI72Ug2pVk8RYQi1dkSqmkEwSScrxbBzy%2FVt87Q3%2FUIOAq5eF1s1ePkr0Zo%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=AVxigLJ%2Bow%2FvUHS2M7Qfv6VF8H6kgk1prAgo4j%2FyGh3tFwc%2F3y%2F7639MtrM29LELI89rHEF8iYRHgprEIoZoZyNk6pOxjPlph5L8GDO3Uja9WcovlcJLsfmwi9mMUK9XKVWEfvP%2BcUS5ITCgFkvqtwBohO5b29rHBp9WocLyAGmbWYkHHmn71IGy9H8UYvdejH9%2BEk7ayhOXzUKFJhF%2BJo35mwtc%2FA%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=AVxigLKFjoBndsfdzsKsi725ZeyHQ2MguhZaYmY%2FJOZcS2JqNZHQkv25VYI861yIH6bm5necqQ9kgDTEfIHzLWNw6uzBVC3L5RRaG0UNb%2FxeXj6iKrxEy3D19Crl9SgrRdMMCUQRrPZf203xkTD8YbJIxN3%2B%2F7JWH0T6Tcifh9TzEC%2FAegPMU0SaGWxEZIeupkTOZBf46%2Bgyp5idjl8mWsYCwcKDrkY%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=AVxigLKlWjI8BlKznAWdvk8r%2F8vx33ZwD5SoZvyJOqMEVEjGchKoJpc0u5vKxhOIL4%2FrGhd%2F6xj%2B8H4LsjPVZX8gf%2BcJXisZ0Lrft47IJIE5vtIDIB8rIY55RTcKXyMl3%2BJvpVrHF1bxf2gaSQ2PxJ3UtiPHKywFWAJiU9Wv2kXNTKotGRVYKMqcFhgN9x5UERJLgl3nsJPrJZ1qev%2FWDAqNe9Y%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=AVxigLKGqZQWMLkDGle2vJw%2FZDGUFaqOLN5lkl%2FflubAKiiPmn3myCACNf6PZIejfznwWsKc37%2B0OFSmlqI6ic4xh6hGtiA%2FoHUUrMa7C6tnYScp4EMmhQFgVWyCEzh7GGrlE2rTl41uHZN%2FMb1IZLE3eeVRV4eES7ZovHgdVxl9MLKg2uLUN%2BvNmTiinUkAAaoMxdmCtS4wa9U0PsxW74LIZQ%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=AVxigLJGiZ4qAOcunnJHoLi5lWRx2Fxh9CEW%2FuChNJ13cq8%2F2A0IdUP15osryyzefD4GDgRcP2%2F7%2BF1EHc%2FyyxFEz0MFze%2FEjdrLT4D1OyRS91ERULqb52B8wJ3yRXqxicA7bx03sTy9y97rioE4dQDf36O0MVEK99Q8VN2HwHiAlDsZpzCjOc3sZp9nm5AjKKgPBP5H8EMZp5Pgc%2By%2B5myaoOXSpoXSW02d5V93C0sriuMBQw%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=AVxigLJHpYFm6tdKq61vrqboKrOmKLJ%2BSZuYl9jZ0vVXeRoHG%2FIKmq4uKeE8Ucd8k3bgn7e0nVVnY6mjfsb6KMY99q20hl1Ms8RlW2JBFhylRW5rXa127KZxWDZTvhgweSwzKVYoWParn2EiWK%2BFE2Eu6BFHg%2FOHmoAtPaXEr5dfoj3pBvFWnSkyyx6Nt4C1aAuuW%2Bcqf2TTBApxDdntQKIFrOcu&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=AVxigLI5vTyl57Lkoihs9RjiEbGPVrHZAGyPdyx9UZZ9VryRfpRqs6bx%2FcMnXSIAvZc7qFrl5cpvoNADYSs0zFHzH3Tzt8U1e6rWsanxqLjgt96Au0xOf37qdZWVz31p57pqae6ZVdFHJxZie6UyQXv1W5OGnPdbziNV0KU1OTiwue4u3LYLus4tStMUMI5KCzUHwWEvnBRXltvPVa1JmDhdDNwqAw%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=AVxigLLV%2Ff7CSisVhyvnWodg1rw71pdAe77bAwlSqMHATiDwh0oA26nCM4VpMJVFb%2BreUdAF6Jyb%2BTlLY6usJcH58XGAscJ0DBvHtMkwFt46sC7Fc0Mb5Oy3Qhza%2Bfsx4JnIHsF4YWGTqQKuwpFeJJ380cg5E6%2FahPruZgTpOeWW439f9yl5KtxToMOJpv5lnceKA7yn2adJaT2JDVYb84szeh%2FBT3IwGKM%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=AVxigLIx91SwIRJiXYD6HkfZJAmwtlAfSJyOjE7Wmfrga0kns0o7rw5whgss4YjDwoqbLF9M%2BZH8E%2FKeW8pFwJp1rmAmn%2F2NOJQjGCKfLNp6pY1FLrydoBFTgrTJEjnOIGKbrNPgFgdU5rWN0zHjn0lj1nFtoJmhS0NQgs6OL%2BeSTtBL0iZPbv7omG3UfOwDTeKDhyM0PFj1hpV%2BdvAkhuWQOIo%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=AVxigLJEaIHXXk6Jy%2BTe6RqUk31j0LnVl2cxIGU3Duw50g1VeBlBfUj8mWlovFqAGRGmK7CcEPht31YfyXC0RzbAyBemZUhS0b2CF4Gxz2Yn42xCBumsE%2FhI7%2FHUJBDe2E0Oh3xihbLDsYX2Rdsl%2BtdGOdSAdVbFhGAJwVq6XCy9W8Ct3lYyg4o2F9BIKkZ%2F42pkEmIzxwpvJw61ou0%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=AVxigLJ8J2aR5%2F%2Ble8Q8kflIgrkRPuzdSddbgOLphMlzETMASS7erk11eB3lL6sYMl8GO0w8rRooe9RMA8S0CUG3JqkY2pRwJfC5s9tV2k%2FdDxlgVGRs2uO46vA6oxppiA%2BPnLS8g0QZZg5p8fTKKn8CiD1cixsO9B5krxl6Ih3%2FMXCbV9mWYkB0ak1hiUcHwmoO%2Fh8PFw%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=AVxigLLPZWWQq5TBI09YPyyp6SKQzFa9kg8KJIiqT1vGgNfw5sRk%2BiAbma6Bj4%2BbOAWPGkqRO6TVVYQsCaxIC30mEvzaGFNVn5U22zK%2BtJgLn4Kd%2F9X4ALMDjqRDJ1H6zREWgUf6kwcnyXrzpTNDGsYDfWGEZou4LvfR3bBXIWSG3NsRGiSfzvk6cgfgastOEc4QKzlb&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=AVxigLK1tuC5nudftNa9K%2F7hU4cZkIz9g5iPf7utuj3%2BaV%2FHxeD9YfrefJE5VdOfGvlKxZprspsKgZwVBBAA4kb%2Fwp%2FgStLAn2TiGOy%2BO5I9gebczqSwQLsJlaD2Nc16J2dIZsi5I%2BcZhyk0VS6%2BkKaCwIl8WeThGBM0dLuH7zFzrnJGANFjHpSiDkC0DbprHzF3x%2F73xV2R9JekKA%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=AVxigLLFYnfca8j0s2nSbqe8IZt92qR5YcxyN2J7ApKq5mLJHzHTTYGVBx2Urv0kQ1LH5ZHv15Z1NIK%2BwVm2ZENh%2B5JyHFvWjr2h8l0UisNnKBFF3%2B7%2BxmYmc9KyjtGfeGoQ7Ozv2AVvZc7V2h8GrY37HudRV%2FZGwtU1aHgEhHob6LJdOW149Z1xbAXyzMpmF2qnx8kU7OZ8WhCgyugVp0Qd%2FktIRxuYbPM%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=AVxigLKkPL55e8jv%2FwSYIxVL5jkiPGe2OwBCam0z2K%2B%2BvW5SRBUCpPpRO7oqUjxkZ5zMwAu%2FLiGE5ae3fX%2BpkvejN%2B33aVZA4U0BwMjKAEU3SnV40W8HFMSKbZ6qzlmBkYdfnsbNdRtI%2BxvAkTQvtyt1uwhlJXuQyK0D8A6CZT15Pc8WfkJXWyXCdRjrgRKC6Z3U%2B8qHP96Nd6VyhT4Jxpb2wiN7wekDa3lzEDk%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=AVxigLLYKYMRoibTn684n1gZ%2BYZ06SljAzTUpYAVVbO7GrENdmlF9JEQZbEfXfxCnxv13mKfQR8lqGZCUOwzmx5x875xj8B%2F025Jcp0NNifURXVQ4IdZEa%2FJynS8GAhNDQWaqqmXqYixuyLIO%2Fjg8sAZcg66iKko3Azk9dX4qAJNtQ20IW2bgfKhgvmP0VpgcWiRkWITZIBc7dEwx%2FW9PHP17OW3ruDJDjo%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=AVxigLK1tuC5nudftNa9K%2F7hU4cZkIz9g5iPf7utuj3%2BaV%2FHxeD9YfrefJE5VdOfGvlKxZprspsKgZwVBBAA4kb%2Fwp%2FgStLAn2TiGOy%2BO5I9gebczqSwQLsJlaD2Nc16J2dIZsi5I%2BcZhyk0VS6%2BkKaCwIl8WeThGBM0dLuH7zFzrnJGANFjHpSiDkC0DbprHzF3x%2F73xV2R9JekKA%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=AVxigLIyV3YzIBumr2UpQ7MTk4Yv2DuhLGeKVScbK2%2FjzxZTn4Dm624bkcCRTiPWl1WVeP5tB57NGM7jX98oNoQ%2B5uGiC%2Fq5Axi3dgR80WqZpza6mikV8fg%2F2T%2FbKnSJY5%2FgN7V8%2BU55yQ4xRUa2jtPyvWy8Tmkt9FEZBeivb2Gvj88gBkHziQWBFq4CZbftARAHz3nxDhfHedJPKi%2BbtGs%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=AVxigLImMfb%2F0I%2B34a28TRDYvxs4hKHmQDJaLb3fYNhVxn0oFbgUyqgDjc3Gq44MnuhBC1JX%2FVQrjelvqaWdnYUiT1oCpNPRT0oDYJ1DngQpPnxRg6T3sa%2BdI0g7Kpsv2S3U9paC5I6EPNehKz4JaVXTL7g34JlLJCfG5UyDSDHJGWsRtA%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=AVxigLLvGESMU%2F7tNmbeu2h0Wn48tvhgPO%2F9UOEEsBgAn7mj5Lnuh4UxWiJw3n11AWYWZlfQi9r9xwL4T5EZfN2I65ChVdh1nDAMbTDp5GAUAU8WoRpOwzDIac95Fi3mptLxkeBimRfl7IHNRRAzoXZ1tH%2FkdDAsmE8IPclkIyr%2FEuOHYKn1xnauAgcTS%2BH8oQ%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=AVxigLL%2BqbV8L6JmNVHb%2B2SmgM1SFa54HSiR0HrAfE6f4vHOg%2BQ%2FtDoVpxOnT97l1g2tLOny7H9EVpCfLGowwMj5Sz50jfI1gpTF6FrzUocdpwJ8pWWXWfmzRO9bcQ1MpZltd5bdU1zli2joTy9vyio%2FuZhKVUfExaHMHya5I2UA&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=AVxigLIjdS1zJKf%2B0WVGSMkBXkIbVfynlyxWfp7uGTFjDA2GwlhSFwUbd1uqfwFoPMOMbIxeED6ZxsmF9ghkX52cH2l11A2uppCvvxoNI0YXncUaA%2FsjxfGxugRRM5Fc22Zk%2B0JmDEq2kF%2BJlAHMDj2XpUPmBYDQZt%2B076xUDbVqFWHyDOxR%2FNi6b9RNHA%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=AVxigLL3rx40Pq4IbHfWPezL7IHQGRg5MSMliG6jV4X3CtGOkYaV%2Bwgx1tcGgVo9Y1GpTHKt2mG8demtMTIdLb06yb5y6cwHGy0LNanjb81FJKJT4wYJ1Xe%2BbvM4sOd5oYmCUsHPOVA5i2B%2FCXbwGaAAJgQVHCJPUCeDguxHQLFUUX2wHW%2BjfKjdg0TxOD4%2FRMCqPeaBgzcxpA%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=AVxigLJ4SjPu8S0XQyz%2F6n%2FFwqPT3hiGT4nqVLhpD3W8BNNP75KNDjyL3tARoOOrrLR9n%2FKZurwnN%2BsEwbOmXUMPlmTawdFsbwEiBwm%2BpbdNrymXnRSHpqjLlBpu295DeYdskzT1CkAOCaAeH%2BSBj%2BV%2FheWKaDkEEeReOpra2cO4c8PPgJb6l8vn1j34xA%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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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[ 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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&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=AVxigLJNrLJbwPPNvpZv9xjBr8ZR50nTlK0WXqiAAcl978nj3HWfPvUih0oISOcECyVwXiuDWfM81WSPyAjn0fCPyoK3dYn1zm2giFX2Dlrk%2Fm3jKTz017gb8lhN7A9d8Z%2BCYHn9tEScmPjk0KAnN19yO1jydhMhWQK4zyrFEh%2BFozOxjw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![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=AVxigLLpvbg9oqvu7RlvtAb8c1Y8W%2BAQMQ1BBdFCsAjk8XYSi%2FsQsqK%2B41gRSj8JfrrXL8hEt5wxbhVZXo62yh%2BbhOsXL4ghsROoDBRACyNXIEuZe3VV49roKLt8O%2BC1oss5ADrSNYXB5pcqxHRH9esfK5bsCuX1nOYhuOjIQOTmdcoE&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![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=AVxigLJHVRwvnXCLqGJFpd%2BZxB68x6bLwR5bjLMvfYxZfa4cUIqungGxp2dUE2UUkLp5R86BjZLDFo0GlhdgXGHmA29MuxfwUpAxo7VYSNo415oYbiNxXjCZW06bPR8BFA85fpxwBfT%2B6MR18MXR5BYgYQLlYP776JGDcvLEI2%2F4wSK05zvG429HsCB%2FrFpdKDKrwQ%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

 Energy, utilities + water providers

# Get AI running assets, outages + load - keep supply on.

Connect every system, run your operation live, put your team back on the network, not 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/energy-utilities-software#mfg-build)

★★★★★**5/5** across 140+ reviews

**Australia-based**

**2-12 weeks** to working

![Energy + utilities 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/Energy-utilities-water-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 operation has the data. Your team is chasing it.

OT and SCADA data sits in one place, the asset register in another, billing and the network model somewhere else. Your control-room, asset + back-office systems are all there - just not talking.

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

**

******app.rayven.io / energy

![Whole-operation visibility](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Collective-Intelligence-Solution-2-500.png) ![Ask your operation a question](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Conversational-Analytics-Solution-WebP.webp) ![Load + market, forecast](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Market-Tracker-Solution-500.webp) ![Compliance + audit evidence](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/ESG-Solution-2-500.png) ![Network + flow, live](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Water-Solution-500.png) ![Asset + network performance](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Custom-Analytics-Solution-WebP.webp)

Whole-operation visibilityAll your systems in one view Ask your operation a questionPlain-English answers from your data Load + market, forecastSee demand before the peak Compliance + audit evidenceCaptured at source, not reconstructed Network + flow, liveWhat is moving now, not last week Asset + network performanceCondition, risk and work in one view

Where energy + utilities teams are stuck

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

### OT + IT live in separate worlds

SCADA, the historian + network telemetry sit apart from the ERP, billing and asset register. The same asset or job gets re-keyed system to system, and nobody holds the full picture.

### Decisions run on data that is days old

Asset health, outage + network data arrive as reports, long after the event. Maintenance, load and outage calls get made on numbers that are already stale.

### Reporting gets rebuilt by hand at every deadline

Network-performance, compliance + regulatory reporting gets reconstructed manually every cycle - weeks the team should spend keeping supply on.

### DER + metering data is outgrowing your systems

Renewables, distributed energy + smart-metering data is growing faster than legacy systems can integrate it. The new sources never land where the team can use them.

What we deliver

## Everything you need to run a connected operation.

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

### [   AI-ready data AI Data Fabric The data foundation your operation actually needs. Control systems, assets, network, metering, billing, and back-office - unified into one real-time, AI-ready layer. No exports, no prep. Control + SCADA→ Assets + network→ Metering + billing→ 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 operation a question, get a real answer. Point Claude, ChatGPT, or any LLM at your live asset, network + metering data. Which assets are most likely to fail this quarter? Eighteen flagged. Vibration, load + thermal trends rising. Drafted work orders, ready for the crews. Vibration Load Outages Explore Rayven MCP →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

### [   AI Autonomous Agentic AI Operations that run themselves. Agents watch assets, load + outages, spot the issue, act - with or without human intervention. 14:08:11 SENSE Asset fault flagged, site 12 14:08:12 DECIDE Isolate asset, alert crew 14:08:13 ACT ✓ Crew dispatched, case opened Explore Agentic AI →](https://www.rayven.io/solutions/custom-ai-solutions/agentic-ai)

 

### Custom apps + portals

Build the AI-powered energy + utilities software you need, fast.

Asset-health dashboards, outage and crew apps, network-monitoring portals, metering and billing apps, compliance reporting tools, field and inspection apps - designed around how your operation 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/energy-utilities-software#mfg-build)

![Custom energy + utilities app built on Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Screenshots/2025/Solutions/Asset-IQ-Solution-500.webp)

### [  Real-time data Decisions on what is happening now, not last week. Live feeds from control systems, historians, assets, metering + network telemetry. REST, webhook, file, ODBC, IoT, MQTT - whatever the source. Control systemLive Asset telemetryLive Metering + networkLive Historian · SCADA · GIS · Billing · ERP Explore the platform →](https://www.rayven.io/platform)

### [  Integration Connect what others say cannot be connected. 1,228+ fast-track connectors across control systems, historians, GIS, metering, billing, and ERP. Bidirectional, real-time + a builder for anything we do not already have. Files Control Historian Assets Metering Billing GIS 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 operation. trigger Asset fault flagged ↓ act Alert the on-call crew ↓ act Raise a work order in the asset system ✓ 0.9s end-to-end Explore automation →](https://www.rayven.io/solutions/automation-software)

What we build

## What we build for energy + utilities providers.

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

AI

 

AI asset-failure prediction

Catch failure before it trips

AI

 

AI predictive maintenance

Fix it before it breaks

AI

 

AI load + demand forecasting

Know the peak before it hits

AI

 

AI outage prediction + response

Restore faster, plan smarter

AI

 

AI network-loss detection

Find the losses others miss

AI

 

AI renewables + DER forecasting

Balance supply, live

AI

 

AI condition-based monitoring

Every asset, scored

AI

 

AI energy-trading + price modelling

See the market move

AI

 

AI leak + anomaly detection

Spot it in real-time

AI

 

AI conversational reporting

Ask your data, get an answer

 

Asset-health dashboards

Condition, risk + work, one view

 

Outage management apps

Detect, dispatch + restore

 

Network-monitoring portals

Every feeder, live

 

Crew + field-service apps

Jobs, safety + sign-off on site

 

Metering + billing integration

Reads to revenue, connected

 

Compliance + reporting portals

Audit-ready evidence on demand

 

Mobile inspection apps

Capture in the field, sync anywhere

 

Work + maintenance management

Plan, schedule + close out

 

SCADA + historian integration

Control-room data, unified

 

GIS + network-model integration

Assets on the map, live

 

Generation + flow dashboards

Output, demand + load

 

DER + smart-meter apps

New sources, one platform

 

Safety + incident apps

Report, act + close out

 

Customer + connections portals

Requests, tracked end-to-end

 

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)

![OSIsoft PI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/OSIsoft-logo-300.png)![AVEVA](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Aveva-logo-300.webp)![Ignition](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/IgnitionLogo-300.png)![GE](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/GE-logo-300.webp)![Siemens](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Siemens-logo-300.webp)![Schneider Electric](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Schenider-electric.png)![ABB](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ABB-logo-300.webp)![Hitachi](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Hitachi-logo-300.png)![Itron](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/itron-logo-300.png)![Landis+Gyr](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/landis-gy-logo-300.png)![Esri](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ESRI_logo-300.png)![IBM Maximo](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ibmmaximo-logo-300.webp)![Assetic](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/assetic-logo-300.webp)![Xylem](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Xylem_Logo-300.png)![OSIsoft PI](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/OSIsoft-logo-300.png)![AVEVA](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Aveva-logo-300.webp)![Ignition](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/IgnitionLogo-300.png)![GE](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/GE-logo-300.webp)![Siemens](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Siemens-logo-300.webp)![Schneider Electric](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Schenider-electric.png)![ABB](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ABB-logo-300.webp)![Hitachi](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Hitachi-logo-300.png)![Itron](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/itron-logo-300.png)![Landis+Gyr](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/landis-gy-logo-300.png)![Esri](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ESRI_logo-300.png)![IBM Maximo](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/ibmmaximo-logo-300.webp)![Assetic](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/assetic-logo-300.webp)![Xylem](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Website%20(General)/Website%202026/Industries%202026/Energy,%20Utilities%20+%20Water/Energy,%20Utilities%20+%20Water%20Tech%20Logos/Xylem_Logo-300.png)

 

Our 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)![NetSuite](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/2024_NetSuite_logo-300.png)![Workday](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/workday_logo.png)![Salesforce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Salesforce-300.png)![Microsoft Dynamics 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Dynamics-365-CRM-Filter.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)![NetSuite](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/2024_NetSuite_logo-300.png)![Workday](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/workday_logo.png)![Salesforce](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Salesforce-300.png)![Microsoft Dynamics 365](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/Dynamics-365-CRM-Filter.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/energy-utilities-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 energy + utilities providers are moving beyond legacy OT and asset platforms to build faster, smarter operational systems.

Download our free eBook to discover how you can integrate + modernise your existing energy and utilities 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)

Energy + utilities FAQs

## Questions energy + utilities leaders ask us.

### Can Rayven connect to our OT, SCADA + back-office systems without replacing them?

Yes. Rayven sits over the systems your operation already runs - control systems, historians, asset registers, GIS, metering, and billing - 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 asset + network data live instead of in week-old 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 operational view live and working - asset health, outages, or the network - then expand across the operation.

### Where is our operational 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 asset + network 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 audit trail, role-based access + segregation of duties for regulatory reporting?

Built in. Every action, observation and change is logged with user, timestamp + before/after state. Role-based access controls extend down to field level; approval and maker-checker workflows are configurable per process. SOC 2 and ISO 27001 controls. Configurable to your jurisdiction’s regulatory and reporting requirements.

### How is this priced - per asset, per site, per user?

A flat subscription: one platform, one team, one commercial arrangement. No per-asset, per-site, 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 keeping supply on - not reconciling systems.

Talk to an engineer. Free assessment. Honest answer on what we can do for your operation, 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  
**Energy + utilities 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)

- [About Us](https://www.rayven.io/about) 
    - [Resources](https://www.rayven.io/blog)
    - [Privacy Policy](https://www.rayven.io/privacy-policy)
    - [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/energy-utilities-software#body> 

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

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    },
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  }, {
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```