---
title: Custom Application Development in Industrial Business | Rayven
description: Unlock industrial potential with custom application development using a Data, AI + IoT platform. Explore, strategize, and leverage its myriad benefits!
image: https://www.rayven.io/hubfs/Factory-Floor.jpg
---

[![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=AVxigLJMkOOg2Mxkg4UI5jmsdpZwMm3%2BrQT8E7D%2FI%2FRNOFHnVuze104gy5kO0D9Z%2FTPxEU03Vyj6WQ%2FgjUJ6tWaj3rNXwDDECL2SKLqkCkCeBsqCGOaHhFtxY9cV4kPTqPmuh9MAzQ%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=AVxigLJMkOOg2Mxkg4UI5jmsdpZwMm3%2BrQT8E7D%2FI%2FRNOFHnVuze104gy5kO0D9Z%2FTPxEU03Vyj6WQ%2FgjUJ6tWaj3rNXwDDECL2SKLqkCkCeBsqCGOaHhFtxY9cV4kPTqPmuh9MAzQ%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=AVxigLJWQDAYvE89WOeAwTprm6Gdq22TqrfaWfdY0asSwlU6DHaRow9hIjEVz4%2B2W8VONk%2BdcOEhtrSqb4Z0dRk2TZ6BMcwggytJbjn%2FaM765QaFFlR2nExmnIp21ywfmBOoWnpAphMsK5EYKo6H%2BF6SvUL05ApH%2BVT6%2BHB3xkW%2FueW1ANHEKpjpFf64Nah58a8x6U02cnC%2FpInVL0koTExUww%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=AVxigLLE024fsb8N6QX02qhQlAPSPxRRb5gqDmC6QtmsHMPoWHS9%2BMsx2RJQ1ZT%2BvqtTJqUSkUi1OJ29xopg%2BKg8Ah0Td8%2FHPxI9c4QTSpRyROFogi4H%2FzkwpIeDmSICQWh8L7BrBL8r0ydz6USB2R4jVQFLZJu%2FB4t3ptauurN3mFxco7SXywAEtpqURmVXuUrIBck7ju0943nBsg%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=AVxigLJZhoM0DcR4EsLZFZvg66MwlHI%2BxrwNemcZoVpU1L4bONxqzUrGxBsD2pAhdPVzbl1%2B2ub3ZdFJBfIBbSCauIQWmYWa0uzUDg9rn5JeLejXe4xugVzVkaRy%2FetpZrHahZhHuqYeKyJHMCorDtIm6jqPK4FtzshxgOJB%2FkGxER6yMH9B7qglfHKmXzBtHz0G0luCBm3t7advuQ%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=AVxigLI2I4Q2ou4E1kNmzxAN3DZi9kqIAg2NMb%2BFOfYL6AO4gwpNDLDPnuGfMLbh4sNPFtjMgijWDixIMgQhbm6%2BWQd84Z%2F2yv5iWGtjexhTkQRfmnHURD5fvyhdjkORGOxPtyAFH3iEJ60gdP2V3UwDJAsQKixa8N3OAvUMNEaAbao4OsYvRyjC9%2FqOIgl8OUZoKbXxXyvCiKZ%2FwQXJQAoqDuE%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=AVxigLKxhP8qKNTAiyetroTXxa5G4X%2BbtSNqWVUUTPbownrxiVH8K2VhG1YwHH6Ixl4taQWDrXynq8ulhO0oMOhgsjPYetOTWjVXHP9ue38IAobwptowm3K%2BrNM6x6yTme8lv2Fa15I5ljM4Si9YsqWOv2fRBgTsAopga6hZzVKWmUpvOr1Ds6dYtUrrBv5s8CU53T4f5wv5SkB08GbfyBg%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=AVxigLJp%2BWdyiklvw08c0GRNrVGhAmjA8QGkPFdgSgDHf0taQv2TR3ovNc90T25fjm0jjChRdLpNe3m0lkXq%2FCdpI85iRZhedwe3mksn2whvseGlamsEvpJ5B3fgcSIPlFg4mdGR8twOp4uasjv3XOJF80wmssFbWBju2zAm5SWQnvjN6FS02wWarWPTShqeUAnpzjcwr%2FABDr%2FyQ%2FCxdmIRpM5Egw%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=AVxigLJKRmeZtgPB3Pcf7X7PH%2F7SvEFeL8X3jG5om4qiCm34iXTmgCNO%2FcBbd8m6dRXdAEmI9MyrRyA2CWn%2FEYRlvvFcyoS%2F8OCwWnGcGO%2B9ps%2FIj9pSGKtmwnImIHvuyU7IcMcfCJLAed6kD5chsrOsURF%2Fd%2FQpuxODu2KWVFKACNQWv%2BHJT3roWuyV68tpiyzYkqFXtcNgRZYUmYlJbn7bDaaKFw4%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=AVxigLLDMqy37Q%2FQ9SHih8f3uOAX5mICfwOlePR9T%2F1ai%2B6gAaC03lA97lxTMpy394NqJfpTPh03RcVx5Ul28rzAy%2BQ6BplnZjSQ3v%2B0mL73bpK%2Fqn1OEhr33I9BoQyjoaD%2FnmJMhj3VLtrEGuVBp4RgpY7iOIrOeBpIghv8lH1PBPxvym9FvLKq%2BSm2aFMiAYpru%2FFsPv0dJCSZGqj31XpuQJM%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=AVxigLKF4970m9bMRItrhF3Vl3ej6%2B%2BBEr5LT5t%2FecOlWWFSoCmbrJPOs3pMisyVNh95%2Bc3uVBK16ENmrQSIYaNzf%2BxTm86CVAxF7M%2BdxdbGEywZr7kvuu8DO4ib8j%2FUaxVi7w2iibpz5AHZnR%2FrzAU1dubZR%2BnsHWOpF%2BHG9QlxLztNrlt4AMNVfLMz2i9n3UHbTZGyvmG09LTHJ86nh04DZg%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=AVxigLLVV3vmn7EJmoX%2BkHggtQVTwTzhCm1tBCINxbFXJIvBrR8WvcarckanHb3igKr7s%2FAZHf6ru0tU97HD3AU7V2kogCCEIV9jgSxWB0ncD6gKaa1CCuih4h4JU%2BqrcX665EX%2FdPAqIIon5h7NrFkNKcibpY%2B%2B%2BI7I36iwn3LF3kU4ZMHXWssSgy64QEvrbA%2FNaUagcJkrhnzFr6Ll9%2F3wBa7THsaFWs0wieRzaEzry6frtg%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=AVxigLLvAfw3PEmZshYUwsYSnkRuUDzywjdRjkSgPy2OYRjOYTfpXZH%2Ba%2BTF24MXjTUf1SqVMI%2FmrtbWOYgn5ypGq0kDMku6Nmc0cW%2Biwi8b0%2FA%2FQAOhuZzFk8t34vC88%2BqFT6nVmmUH6%2B9pSoDxAFh81ncIHlBIIXjGSEoDuozZ6ndUFpEYvBHVEuqZBqW9AkWJrYXufqiF0xIMPOSvZDbutLFx&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=AVxigLJ%2BtN1SUNJ5qR2ljZnbfcyMuKejcgT5mZsp5zMU7j%2BoD240%2Buhq%2BssqqWPKxAJr0%2F2lSVAuKOLviGIf9U17lvwv8A16vY2nNQwKeHKsf%2Fb1hb8fXPysMf%2BeO6JadEO5RAaIPBGPg5cyY%2FxVJ3k39YcTY8CZ6sD60A2hI8OyR%2F7hhR0nCqrLe4noa1bA9f3G3SpeVZp%2FVh2w6iP398p6oyErbQ%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=AVxigLL3mXcqECOJxEii%2BGYIuhyuizEpzc1O5RYHbNVAwW%2FbVLvLACV3C0nyOOmh92%2FYKkyPKhIt1K2xf5TjXavPJ1XC5GYoEr%2BQmgA1KlK8WspjfCjK1HEEk6aGUmp1sV1j0Zj%2B4UcqM7c6XrEjg2rz2LOO2VNc00zMdIZ2RApPSxhjJSp0ffjxcwq39seZI1gxYXmR2Zgl4iry5PcGvTHRK6XGsIzMAdM%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=AVxigLKPAm%2F6bTKyhQbAcDSG5%2FibbwrQoPtYpdQM8V0lK3oG6DjjX%2B6BrmuZk8uxFQkElCWDyhKGA3%2FlGUFYCcd6KK7HHuVpYE0cY4L5GyF8fah0t8MvxfMotPPS0vKC0QMzJ4afEr%2F9n7OaaUbmve%2FgVP%2BH%2FjPFGsKTL%2BGLSGNrseeAnhqO6i3X9wXBzdUYX%2B4m39TPlF4E94UAY9GvZ7A1Z7E%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=AVxigLK8PBtzaYsNoA4DyfBGyRNfWzDIA%2BJZGOv9hGZMHDwh6MwDdHoDCp5ajlWg0ExB%2B1mQBje04s1Z2cLnYsUOu2HBEpKJ69T%2BYWl%2B3agbuDV3oNXQErVJo4127HCmYu8ke0kY3iAXn8zA%2BeghSVW28rZCIJ1zPMQSAbOovwv6g1hZ2vuVZbA7ekL2JsZEAAGsS3kxCf1bj1J9WSI%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=AVxigLJzymHK8M3n56PkBQiqjRNRypxbS8dw6SMWFJ%2BHZLEOFIeMmSczHyGTW0%2BnZxiX8G4NnTbRh7khl0wwjml1xWhDZOs7hRma0yEqKR0gSY7jcBe%2BQ%2BsvIsQ9umh82RN%2B%2BOIrCJLCcxbPvBWQ8HsDewrh5U2BOO0yCOxQHU5pULG0OCEHPFd8rr%2F%2BuWDkydvrn7JFfQ%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=AVxigLKZKHgCCUeLTL%2BEZ1CykQdNkZRUjjQhJwcHz9al2t3WzgG4%2BdzEYX4LevwbPq45%2BZHAvRPOfzHWaNRYnm22LsJLvc%2FM6miMt%2BliQ6%2BDs1ad0CcD8h4VOPfLSvWPwCKJUnGA9pjn%2FlggOpcoJGW6%2Fjj8wpH%2BOkDK9B8UQAlw4PodFWa5B0RbiMsgRiDwxRMNddhA&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=AVxigLJSzhVxXMiH9YnlcUV6%2B3ErNQ7gDdb4zy5JWsCiAa9vgqKNavsBioZnSWBoBH6bIxDfzV2gDFC7SfSEQ09apmsE3o%2Bh1gCuxx04wro%2BmgvydhXmPJjviuschn8fs9NDLkaYjhqD8FEyjI%2Fd3H2yBtshMyaZsnsD9Dz0%2F5Fg2uf1rao8rEqQ21%2FtSr4OUuOOXA5RsjB9ICU2rg%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=AVxigLIS2CBenlxld6og6DmOp7YhBvOCCO7wfPVMxYf6MEt3mJDI6oSag%2BkBSHOjxdd1LgI4IVDCnfam8pBsUGLWKssujHF%2BuIdTDIdHdDzZR6HX5aIIVxjU%2B4%2Fbz4HkB9Cl%2FGmbguEHMXtnQT9ybM4aiqRkPy8n%2BiqCy2wQ9bM9%2Be2akXTqNCzBZL3Nm5BWnQhRAYYH4xeRACiwrhsrzVLA92x677ySWGE%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=AVxigLKU%2B5If%2Bh7nq7X6iVf3jWn90mC8yzCE%2B7o2o63%2FowWgE3PQGPQ7Ig%2FMFI5lJo85jYAvDc629B1nIQNR7FWY1L9rOP2Utfb652Shc2hpEsglz6fpOfs3VfqsHlxo5cTi4u%2BQUfSQuG0KT8g%2BshSGbdS%2B%2Byi4BYr75NGMLel01Wac%2Bo0LN5F0p%2BIpHJMc2KOe4Q0I7iWc4FuEdch5lEiISI8i%2FTuy0sHoL80%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=AVxigLJVqbNe3evgYkPdjlF5mV2crRjiRRm7vWoKeHvNNTS0MSftEpSjwlbExR4hwFMsw1E2fFdyk0lNbl5XLHgwuP9Z%2BigVTPNEjBeIGtS2k5tHH8lrL9cJ8%2BZPdVJZ5tRtVqyaO7ULhqbYBeb2avI1n8fWEYX0c0j7%2FdpfY%2B3ydsQ%2B6KgHcrqnRQKWE8T8JjBozIZdK3Xpzztl23yRprhOzk9499opJR0%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=AVxigLJSzhVxXMiH9YnlcUV6%2B3ErNQ7gDdb4zy5JWsCiAa9vgqKNavsBioZnSWBoBH6bIxDfzV2gDFC7SfSEQ09apmsE3o%2Bh1gCuxx04wro%2BmgvydhXmPJjviuschn8fs9NDLkaYjhqD8FEyjI%2Fd3H2yBtshMyaZsnsD9Dz0%2F5Fg2uf1rao8rEqQ21%2FtSr4OUuOOXA5RsjB9ICU2rg%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=AVxigLJkijoDB97Rx2p4eM57NDowtlG9Dcob%2FHENQFzJCePkQuI%2FyWbuzBsUkXUdH0SevWVxrL3CwOtxc3Ex045aXaW4jBDfdmEVkliLrFAyUPHG9QvNWHGVKcKLcKl%2BjNBeI0syArq9KcWu0HrwoEwP6Si9pqVspZ2uNr8tQDOb7pNcVJuluq%2B2CJ6PacSFopLL%2BHyJ0VZHWCfpWTyTqpA%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=AVxigLIxmlMH6P0g5w8jY1x6ZZ4gHokn3TA1kf2RgP%2FwGrI8ZP05TGBhdt7pok2JVmmaIZ24spDLZXZ8yhS0iaTihBijfkcb2cQIitVIZ52d%2FIfPA83JypiHNQ1GNFj%2FOtgdjaSg7XMSnTq9mlW7mHx712vI7aQlX5xENxl%2FaGcfJslTdg%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=AVxigLLrXo6oIxbWEZrewF1xclk52VWHoB0zm%2Bm0VRRglb%2F7nmiayQA5t71C5YYSI%2BfjxpEkVsoPoB58v%2FogEC0eLWwZEu%2BYJF2qX2nwR7YzZBpIVJE20CcALcXRd77JQ6Kv2%2BhMNesO%2FwDcpQjF7BKpw7A4%2Fs%2Fi3LnQcx0N41eZBDEIujawJ4s1Ht7GYj64fA%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=AVxigLIX1rWPSYbIlntlK1UFBVIoiTujb3JfkZa%2BtPCxkY2HZ640La4jz76deTvJmlkvRcnO%2BFQ6foCFzZ%2FSQwuQe7ih7fT%2B9iNdVsLdCGv9LGq2ufEno4aox79wozg%2BeM7DXLMxmcHkHpGAtNLIEY7%2FlKCSDGWF1FiMiusGr%2FxP&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=AVxigLJxdBQqXrHqc60FamxxZXLwCjX%2B4PGNDtsqZ0Uome1MHp0aYidJbJsQ0hZQlkH8cx7zCIsMIix5GhB5lJSLmGb2EM2XxUL5M6ccSFLUwRVMMiUkOIyR6%2Bqvm7%2FPE3hiYwONYiKbmnp7S95YDZ5Ap0yBEW6irjZFkLmpIE036gVEzxbFzMVBTCvnUw%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=AVxigLKarnRxXp3VspuqtTNqWJcb4w50tpCED11SVqErlNtgkDDHHFrvY6uoOQiyPPZZckSWkMMUkE8kZn2Gk%2BhBvMxh%2BWSNmBnF55%2B4pWX4PzhycCK6StDTg4N4Mx807yhjhUR5d7F9W0KMPsqor1dF8%2B98q7F6AShcLofd8%2BMMx4kSBNsQjaJP9056ItE6U58pZUSH%2F9JLeg%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=AVxigLIUM0spyCSV5hix54ycRMLdB8L2jwF6DWY1DIY7i09ml0dvmq37pwXdu%2BUVjJ5AjEk7naASp3pKU62xhbq1mRqiz1MZakBkDsOtnkARYPoDotGMfPy6TB%2FZRTPJc%2FwOwjx1X1Wl2IDivJHshUtDTcEtkLt%2BVmT74kh%2FB72X68JRziaKUowxGK3YwQ%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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLIYVeQ3tv%2F%2FqfbDpiW1vCnTHDdPWl%2FuM7a%2Ff5Ae9QQw6PUpMQ%2B2snXPv8eTuyWIj9xQUAB3FpfGBDiRmKR1alV1h7b42U6RsoW8xP7JQ3s8J%2FYd2dO4rT5Df5PDbnfU%2Bk624ORr%2FzDy81FpOqP0kWNKhFP8jaNGwuP0dNdG%2BwFT6Kbbdh3Y%2BLPZhaosiwOaew%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

**

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

 Solutions

**

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

**Custom AI + Agents**

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

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

**

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

**Custom Applications**

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

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

**

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

Field Applications

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

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

**Integrations**

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

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

**

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

**Unified Data Platforms**

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

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

**

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

**Automations**

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

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

**

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

**IoT Solutions**

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

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

**

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJMkOOg2Mxkg4UI5jmsdpZwMm3%2BrQT8E7D%2FI%2FRNOFHnVuze104gy5kO0D9Z%2FTPxEU03Vyj6WQ%2FgjUJ6tWaj3rNXwDDECL2SKLqkCkCeBsqCGOaHhFtxY9cV4kPTqPmuh9MAzQ%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=AVxigLJMkOOg2Mxkg4UI5jmsdpZwMm3%2BrQT8E7D%2FI%2FRNOFHnVuze104gy5kO0D9Z%2FTPxEU03Vyj6WQ%2FgjUJ6tWaj3rNXwDDECL2SKLqkCkCeBsqCGOaHhFtxY9cV4kPTqPmuh9MAzQ%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=AVxigLJWQDAYvE89WOeAwTprm6Gdq22TqrfaWfdY0asSwlU6DHaRow9hIjEVz4%2B2W8VONk%2BdcOEhtrSqb4Z0dRk2TZ6BMcwggytJbjn%2FaM765QaFFlR2nExmnIp21ywfmBOoWnpAphMsK5EYKo6H%2BF6SvUL05ApH%2BVT6%2BHB3xkW%2FueW1ANHEKpjpFf64Nah58a8x6U02cnC%2FpInVL0koTExUww%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=AVxigLLE024fsb8N6QX02qhQlAPSPxRRb5gqDmC6QtmsHMPoWHS9%2BMsx2RJQ1ZT%2BvqtTJqUSkUi1OJ29xopg%2BKg8Ah0Td8%2FHPxI9c4QTSpRyROFogi4H%2FzkwpIeDmSICQWh8L7BrBL8r0ydz6USB2R4jVQFLZJu%2FB4t3ptauurN3mFxco7SXywAEtpqURmVXuUrIBck7ju0943nBsg%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=AVxigLJZhoM0DcR4EsLZFZvg66MwlHI%2BxrwNemcZoVpU1L4bONxqzUrGxBsD2pAhdPVzbl1%2B2ub3ZdFJBfIBbSCauIQWmYWa0uzUDg9rn5JeLejXe4xugVzVkaRy%2FetpZrHahZhHuqYeKyJHMCorDtIm6jqPK4FtzshxgOJB%2FkGxER6yMH9B7qglfHKmXzBtHz0G0luCBm3t7advuQ%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=AVxigLI2I4Q2ou4E1kNmzxAN3DZi9kqIAg2NMb%2BFOfYL6AO4gwpNDLDPnuGfMLbh4sNPFtjMgijWDixIMgQhbm6%2BWQd84Z%2F2yv5iWGtjexhTkQRfmnHURD5fvyhdjkORGOxPtyAFH3iEJ60gdP2V3UwDJAsQKixa8N3OAvUMNEaAbao4OsYvRyjC9%2FqOIgl8OUZoKbXxXyvCiKZ%2FwQXJQAoqDuE%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=AVxigLKxhP8qKNTAiyetroTXxa5G4X%2BbtSNqWVUUTPbownrxiVH8K2VhG1YwHH6Ixl4taQWDrXynq8ulhO0oMOhgsjPYetOTWjVXHP9ue38IAobwptowm3K%2BrNM6x6yTme8lv2Fa15I5ljM4Si9YsqWOv2fRBgTsAopga6hZzVKWmUpvOr1Ds6dYtUrrBv5s8CU53T4f5wv5SkB08GbfyBg%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=AVxigLJp%2BWdyiklvw08c0GRNrVGhAmjA8QGkPFdgSgDHf0taQv2TR3ovNc90T25fjm0jjChRdLpNe3m0lkXq%2FCdpI85iRZhedwe3mksn2whvseGlamsEvpJ5B3fgcSIPlFg4mdGR8twOp4uasjv3XOJF80wmssFbWBju2zAm5SWQnvjN6FS02wWarWPTShqeUAnpzjcwr%2FABDr%2FyQ%2FCxdmIRpM5Egw%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=AVxigLJKRmeZtgPB3Pcf7X7PH%2F7SvEFeL8X3jG5om4qiCm34iXTmgCNO%2FcBbd8m6dRXdAEmI9MyrRyA2CWn%2FEYRlvvFcyoS%2F8OCwWnGcGO%2B9ps%2FIj9pSGKtmwnImIHvuyU7IcMcfCJLAed6kD5chsrOsURF%2Fd%2FQpuxODu2KWVFKACNQWv%2BHJT3roWuyV68tpiyzYkqFXtcNgRZYUmYlJbn7bDaaKFw4%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=AVxigLLDMqy37Q%2FQ9SHih8f3uOAX5mICfwOlePR9T%2F1ai%2B6gAaC03lA97lxTMpy394NqJfpTPh03RcVx5Ul28rzAy%2BQ6BplnZjSQ3v%2B0mL73bpK%2Fqn1OEhr33I9BoQyjoaD%2FnmJMhj3VLtrEGuVBp4RgpY7iOIrOeBpIghv8lH1PBPxvym9FvLKq%2BSm2aFMiAYpru%2FFsPv0dJCSZGqj31XpuQJM%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=AVxigLKF4970m9bMRItrhF3Vl3ej6%2B%2BBEr5LT5t%2FecOlWWFSoCmbrJPOs3pMisyVNh95%2Bc3uVBK16ENmrQSIYaNzf%2BxTm86CVAxF7M%2BdxdbGEywZr7kvuu8DO4ib8j%2FUaxVi7w2iibpz5AHZnR%2FrzAU1dubZR%2BnsHWOpF%2BHG9QlxLztNrlt4AMNVfLMz2i9n3UHbTZGyvmG09LTHJ86nh04DZg%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=AVxigLLVV3vmn7EJmoX%2BkHggtQVTwTzhCm1tBCINxbFXJIvBrR8WvcarckanHb3igKr7s%2FAZHf6ru0tU97HD3AU7V2kogCCEIV9jgSxWB0ncD6gKaa1CCuih4h4JU%2BqrcX665EX%2FdPAqIIon5h7NrFkNKcibpY%2B%2B%2BI7I36iwn3LF3kU4ZMHXWssSgy64QEvrbA%2FNaUagcJkrhnzFr6Ll9%2F3wBa7THsaFWs0wieRzaEzry6frtg%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=AVxigLLvAfw3PEmZshYUwsYSnkRuUDzywjdRjkSgPy2OYRjOYTfpXZH%2Ba%2BTF24MXjTUf1SqVMI%2FmrtbWOYgn5ypGq0kDMku6Nmc0cW%2Biwi8b0%2FA%2FQAOhuZzFk8t34vC88%2BqFT6nVmmUH6%2B9pSoDxAFh81ncIHlBIIXjGSEoDuozZ6ndUFpEYvBHVEuqZBqW9AkWJrYXufqiF0xIMPOSvZDbutLFx&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=AVxigLJ%2BtN1SUNJ5qR2ljZnbfcyMuKejcgT5mZsp5zMU7j%2BoD240%2Buhq%2BssqqWPKxAJr0%2F2lSVAuKOLviGIf9U17lvwv8A16vY2nNQwKeHKsf%2Fb1hb8fXPysMf%2BeO6JadEO5RAaIPBGPg5cyY%2FxVJ3k39YcTY8CZ6sD60A2hI8OyR%2F7hhR0nCqrLe4noa1bA9f3G3SpeVZp%2FVh2w6iP398p6oyErbQ%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=AVxigLL3mXcqECOJxEii%2BGYIuhyuizEpzc1O5RYHbNVAwW%2FbVLvLACV3C0nyOOmh92%2FYKkyPKhIt1K2xf5TjXavPJ1XC5GYoEr%2BQmgA1KlK8WspjfCjK1HEEk6aGUmp1sV1j0Zj%2B4UcqM7c6XrEjg2rz2LOO2VNc00zMdIZ2RApPSxhjJSp0ffjxcwq39seZI1gxYXmR2Zgl4iry5PcGvTHRK6XGsIzMAdM%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=AVxigLKPAm%2F6bTKyhQbAcDSG5%2FibbwrQoPtYpdQM8V0lK3oG6DjjX%2B6BrmuZk8uxFQkElCWDyhKGA3%2FlGUFYCcd6KK7HHuVpYE0cY4L5GyF8fah0t8MvxfMotPPS0vKC0QMzJ4afEr%2F9n7OaaUbmve%2FgVP%2BH%2FjPFGsKTL%2BGLSGNrseeAnhqO6i3X9wXBzdUYX%2B4m39TPlF4E94UAY9GvZ7A1Z7E%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=AVxigLK8PBtzaYsNoA4DyfBGyRNfWzDIA%2BJZGOv9hGZMHDwh6MwDdHoDCp5ajlWg0ExB%2B1mQBje04s1Z2cLnYsUOu2HBEpKJ69T%2BYWl%2B3agbuDV3oNXQErVJo4127HCmYu8ke0kY3iAXn8zA%2BeghSVW28rZCIJ1zPMQSAbOovwv6g1hZ2vuVZbA7ekL2JsZEAAGsS3kxCf1bj1J9WSI%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=AVxigLJzymHK8M3n56PkBQiqjRNRypxbS8dw6SMWFJ%2BHZLEOFIeMmSczHyGTW0%2BnZxiX8G4NnTbRh7khl0wwjml1xWhDZOs7hRma0yEqKR0gSY7jcBe%2BQ%2BsvIsQ9umh82RN%2B%2BOIrCJLCcxbPvBWQ8HsDewrh5U2BOO0yCOxQHU5pULG0OCEHPFd8rr%2F%2BuWDkydvrn7JFfQ%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=AVxigLKZKHgCCUeLTL%2BEZ1CykQdNkZRUjjQhJwcHz9al2t3WzgG4%2BdzEYX4LevwbPq45%2BZHAvRPOfzHWaNRYnm22LsJLvc%2FM6miMt%2BliQ6%2BDs1ad0CcD8h4VOPfLSvWPwCKJUnGA9pjn%2FlggOpcoJGW6%2Fjj8wpH%2BOkDK9B8UQAlw4PodFWa5B0RbiMsgRiDwxRMNddhA&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=AVxigLJSzhVxXMiH9YnlcUV6%2B3ErNQ7gDdb4zy5JWsCiAa9vgqKNavsBioZnSWBoBH6bIxDfzV2gDFC7SfSEQ09apmsE3o%2Bh1gCuxx04wro%2BmgvydhXmPJjviuschn8fs9NDLkaYjhqD8FEyjI%2Fd3H2yBtshMyaZsnsD9Dz0%2F5Fg2uf1rao8rEqQ21%2FtSr4OUuOOXA5RsjB9ICU2rg%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=AVxigLIS2CBenlxld6og6DmOp7YhBvOCCO7wfPVMxYf6MEt3mJDI6oSag%2BkBSHOjxdd1LgI4IVDCnfam8pBsUGLWKssujHF%2BuIdTDIdHdDzZR6HX5aIIVxjU%2B4%2Fbz4HkB9Cl%2FGmbguEHMXtnQT9ybM4aiqRkPy8n%2BiqCy2wQ9bM9%2Be2akXTqNCzBZL3Nm5BWnQhRAYYH4xeRACiwrhsrzVLA92x677ySWGE%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=AVxigLKU%2B5If%2Bh7nq7X6iVf3jWn90mC8yzCE%2B7o2o63%2FowWgE3PQGPQ7Ig%2FMFI5lJo85jYAvDc629B1nIQNR7FWY1L9rOP2Utfb652Shc2hpEsglz6fpOfs3VfqsHlxo5cTi4u%2BQUfSQuG0KT8g%2BshSGbdS%2B%2Byi4BYr75NGMLel01Wac%2Bo0LN5F0p%2BIpHJMc2KOe4Q0I7iWc4FuEdch5lEiISI8i%2FTuy0sHoL80%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=AVxigLJVqbNe3evgYkPdjlF5mV2crRjiRRm7vWoKeHvNNTS0MSftEpSjwlbExR4hwFMsw1E2fFdyk0lNbl5XLHgwuP9Z%2BigVTPNEjBeIGtS2k5tHH8lrL9cJ8%2BZPdVJZ5tRtVqyaO7ULhqbYBeb2avI1n8fWEYX0c0j7%2FdpfY%2B3ydsQ%2B6KgHcrqnRQKWE8T8JjBozIZdK3Xpzztl23yRprhOzk9499opJR0%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=AVxigLJSzhVxXMiH9YnlcUV6%2B3ErNQ7gDdb4zy5JWsCiAa9vgqKNavsBioZnSWBoBH6bIxDfzV2gDFC7SfSEQ09apmsE3o%2Bh1gCuxx04wro%2BmgvydhXmPJjviuschn8fs9NDLkaYjhqD8FEyjI%2Fd3H2yBtshMyaZsnsD9Dz0%2F5Fg2uf1rao8rEqQ21%2FtSr4OUuOOXA5RsjB9ICU2rg%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=AVxigLJkijoDB97Rx2p4eM57NDowtlG9Dcob%2FHENQFzJCePkQuI%2FyWbuzBsUkXUdH0SevWVxrL3CwOtxc3Ex045aXaW4jBDfdmEVkliLrFAyUPHG9QvNWHGVKcKLcKl%2BjNBeI0syArq9KcWu0HrwoEwP6Si9pqVspZ2uNr8tQDOb7pNcVJuluq%2B2CJ6PacSFopLL%2BHyJ0VZHWCfpWTyTqpA%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=AVxigLIxmlMH6P0g5w8jY1x6ZZ4gHokn3TA1kf2RgP%2FwGrI8ZP05TGBhdt7pok2JVmmaIZ24spDLZXZ8yhS0iaTihBijfkcb2cQIitVIZ52d%2FIfPA83JypiHNQ1GNFj%2FOtgdjaSg7XMSnTq9mlW7mHx712vI7aQlX5xENxl%2FaGcfJslTdg%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=AVxigLLrXo6oIxbWEZrewF1xclk52VWHoB0zm%2Bm0VRRglb%2F7nmiayQA5t71C5YYSI%2BfjxpEkVsoPoB58v%2FogEC0eLWwZEu%2BYJF2qX2nwR7YzZBpIVJE20CcALcXRd77JQ6Kv2%2BhMNesO%2FwDcpQjF7BKpw7A4%2Fs%2Fi3LnQcx0N41eZBDEIujawJ4s1Ht7GYj64fA%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=AVxigLIX1rWPSYbIlntlK1UFBVIoiTujb3JfkZa%2BtPCxkY2HZ640La4jz76deTvJmlkvRcnO%2BFQ6foCFzZ%2FSQwuQe7ih7fT%2B9iNdVsLdCGv9LGq2ufEno4aox79wozg%2BeM7DXLMxmcHkHpGAtNLIEY7%2FlKCSDGWF1FiMiusGr%2FxP&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=AVxigLJxdBQqXrHqc60FamxxZXLwCjX%2B4PGNDtsqZ0Uome1MHp0aYidJbJsQ0hZQlkH8cx7zCIsMIix5GhB5lJSLmGb2EM2XxUL5M6ccSFLUwRVMMiUkOIyR6%2Bqvm7%2FPE3hiYwONYiKbmnp7S95YDZ5Ap0yBEW6irjZFkLmpIE036gVEzxbFzMVBTCvnUw%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=AVxigLKarnRxXp3VspuqtTNqWJcb4w50tpCED11SVqErlNtgkDDHHFrvY6uoOQiyPPZZckSWkMMUkE8kZn2Gk%2BhBvMxh%2BWSNmBnF55%2B4pWX4PzhycCK6StDTg4N4Mx807yhjhUR5d7F9W0KMPsqor1dF8%2B98q7F6AShcLofd8%2BMMx4kSBNsQjaJP9056ItE6U58pZUSH%2F9JLeg%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=AVxigLIUM0spyCSV5hix54ycRMLdB8L2jwF6DWY1DIY7i09ml0dvmq37pwXdu%2BUVjJ5AjEk7naASp3pKU62xhbq1mRqiz1MZakBkDsOtnkARYPoDotGMfPy6TB%2FZRTPJc%2FwOwjx1X1Wl2IDivJHshUtDTcEtkLt%2BVmT74kh%2FB72X68JRziaKUowxGK3YwQ%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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLLB93Q6FmZ7iL14skvMh5a4Trw4lBLF3p15DsbCZ5KePPgwngK3R9JR6pXb%2BpNzJaIXniz66bZTGyD1wMIotY58%2B3kUzx%2FSzg%2BoYZXeHghZcgvUZbHAzc%2Bkh7wO%2F0k4JaVGxex7PQ%2Fz4eSBJP1eOEVJlD1HgnlKR4pvP4UqiiBdfw%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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&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=AVxigLI4s2ssSYVmtUf6hMnQsbvkGhzDTinod%2FM5rRGZuP48DWHiIGe2xp0D0str4QzbX%2FtBAVjzRAUcnD0bFzSHcYBJf5YjzsQHGllRKCq5XR4cCO9zNC8XdOC7vsluL7d8sUL6sDQ8yNEDX%2F3VclVx7kvlXlOK61AVmHPJXIxff%2BlC&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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# A CIO's approach to custom application development in industrial business

 Rayven, 24 May 2023

Custom Application Development in Industrial Business | Rayven

7:18

Custom application development within industrial spaces is becoming increasingly necessary, as businesses who are keen to leverage the power of new and novel technologies come to understand that off-the-shelf options are simply incapable of being moulded to fit your precise organisation, its processes, and its legacy technologies.

As a CIO, the buck on this often stops with you and making the right choices to facilitate custom application. This article explores the need, what you should be looking for (hint: hybrid low-code platform like [Rayven's](https://www.rayven.io/rayven-platform)), and benefits.

## **The need for custom application development in Industry.**

Industries worldwide are facing an increasing need for digital transformation to compete in a data-driven world that's becoming reliant on AI, machine learning and broader Big Data set analysis in real-time to extract productivity, efficiency, and HSEC improvements.

Developing custom applications is at the forefront of this transformation. It enables businesses to tailor solutions to their unique needs, streamline operations, improve efficiency, and drive innovation - all without having to dramatically add to, reengineer, or restructure their broader technology stacks.

### **Exploring Platform Options for Custom Application Development.**

As a CIO in the industrial sector, you're spoilt for choice when it comes to platform options for custom application development.

You could take a traditional route, choosing separate platforms for different tasks, start from scratch and build your own, or you might also be tempted by the emerging crop of specialised, niche platforms, offering hyper-focused solutions for specific parts of your operation.

These can all seem attractive, but integrating them seamlessly with your existing technology stack and facilitating real-time data ingestion and analysis from multiple sources can be a massive challenge, not to mention the inefficiencies and potential security vulnerabilities that can arise from juggling multiple platforms.

## **The Full-Stack, [Low-Code Platform](https://www.rayven.io/low-code-app-development)**.

But, what if there was a way to streamline all these functionalities into one platform? Enter the full-stack, low-code platform - a unified SaaS-based solution that brings together data platform, AI, workflow automation, IoT + low-code application development platform capabilities into a single tool.

This type of platform takes care of all your custom application development needs, simplifying the entire process and removing the need for managing multiple platforms. Its integrated nature not only makes the development process faster and more efficient, but it also ensures that your applications are built on a solid, cohesive foundation.

This cohesiveness extends to your entire technology stack, making it 'real-time' ready. All components of your stack can communicate seamlessly, which leads to better data accuracy, improved decision-making capabilities, and ultimately, higher operational efficiency.

## **Benefits for custom application development.**

Using a full-stack, [low-code platform](https://www.rayven.io/low-code-app-development) for custom application development offers numerous advantages compared to traditional methods.

1. **Multiple Application Abilities**: These platforms offer a single environment where you can develop, deploy, and manage multiple applications for different industrial use cases (see [here](https://www.rayven.io/iot-solutions) for some examples). This centralisation enhances consistency, facilitates collaboration, and makes application management more efficient.
2. **Middleware Capabilities**: Middleware serves as a bridge that facilitates communication and data exchange between various systems in your IT infrastructure. A full-stack, low-code platform can integrate with *anything *in *real-time*, giving it next generation middleware capabilities that simplify connectivity and makes it easier to develop and deploy applications that leverage data from multiple sources.
3. **Real-Time technology stack**: By enabling real-time data collection, processing, and analytics in real-time, coupled with its interoperability functionality, these platforms can make your entire technology stack operate in real-time by giving all your systems the data they need, when they need it. This increased not only enhances decision-making and improves your existing technology stack, but enables you to improve response times across your business to deliver bottom-line, safety, environmental, efficiency - and just about any other - benefit.
4. **Industry 4.0 Tools**: An integrated platform is equipped with a suite of Industry 4.0 tools, such as machine learning, predictive analytics, and automation capabilities. These tools empower you to develop applications that drive operational efficiency, enhance productivity, and capitalise on the opportunities presented by Industry 4.0, such as AI-led decision-making.
5. **Hybrid IT Infrastructure: **These platforms can seamlessly blend cloud and on-premise resources, enabling a hybrid IT infrastructure without changing your broader stack. This allows businesses to leverage the scalability and flexibility of cloud solutions while retaining the security and control of on-premise systems, delivering the best of both worlds and offering more flexibility in application development and deployment.
6. **Affordable application development**: By consolidating your development environment into a single platform, you reduce the costs associated with managing multiple systems and tools, as well as avoid future development and maintenance costs in the process.
7. **Speed-to-deployment**: Integrated platforms offer pre-built modules and templates that speed up the development process, allowing for quicker deployment of applications. You also don't need to waste time building out and adding capabilities to the platform itself.
8. **Scalability**: As your organisation grows, your application needs will also evolve. Platforms that offer scalability can easily accommodate this growth, allowing for the development of more complex applications as needed.
9. **Security**: With robust security measures in place, these platforms ensure that your applications and data are protected from threats.

## **Exploring custom application development capabilities for Industry.**

As a CIO in the industrial sector, understanding the landscape of custom application development is crucial. With the right platform, you can leverage data, AI, [workflow automation](https://www.rayven.io/workflow-automation-software), IoT + [low-code app development](https://www.rayven.io/low-code-app-development) technologies to develop tailored applications that drive your organisation's digital transformation, enhancing efficiency, innovation, and competitive edge.

Rayven's [all-in-one platform](https://www.rayven.io/rayven-platform) built with an emphasis on providing a fully integrated environment for [custom application development](https://www.rayven.io/custom-application-development). Rayven provides all the benefits mentioned above and more, so whether you're developing a single application or an entire suite, Rayven offers a flexible, efficient, and secure solution to meet your needs.

[Speak to us today to explore how you can develop custom applications, simply, and leverage the power of a full-stack, low-code platform for your multiple IT-use cases](https://www.rayven.io/contact).

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#### Author

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Rayven Rayven is a world-leading integrated data, AI + IoT technology company, providing industrial businesses with the IoT platform and prebuilt Industry 4.0 solutions that they need to increase productivity, efficiency, and improve decision-making.

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### Explore further related content:

<https://www.rayven.io/blog/streamlining-data-integration-with-data-ai-iot-platforms>

Blogs

## [Streamline Real-Time Data Integration with Full-Stack, Low-Code Platforms](https://www.rayven.io/blog/streamlining-data-integration-with-data-ai-iot-platforms)

 In a world that is being reshaped by real-time data and novel AI and automation technologies, businesses of all shapes and sizes need to move fast just to keep-up.[Read More](https://www.rayven.io/blog/streamlining-data-integration-with-data-ai-iot-platforms)

<https://www.rayven.io/blog/the-transformation-challenge-and-syndicated-application-opportunity>

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## [The transformation challenge and syndicated application opportunity](https://www.rayven.io/blog/the-transformation-challenge-and-syndicated-application-opportunity)

 Industrial suppliers with huge amounts of knowledge in their sectors are at risk because of the evolution and commoditisation of Industry 3.0 and Industry 4.0...[Read More](https://www.rayven.io/blog/the-transformation-challenge-and-syndicated-application-opportunity)

<https://www.rayven.io/blog/thingworx-alternative-rayven-dynamix>

Blogs

## [Thingworx alternative: move to Rayven](https://www.rayven.io/blog/thingworx-alternative-rayven-dynamix)

 As Industry 4.0 continues to shape not just businesses, but the way industrial processes are carried out, then adopting a comprehensive and versatile IoT platform...[Read More](https://www.rayven.io/blog/thingworx-alternative-rayven-dynamix)

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