---
title: Build vs Buy Software | Custom Software Guide for SMBs | Rayven
description: Guide for SMBs on whether to build or buy custom software, highlighting the advantages of using low-code platform over outsourcing or AI-generated code.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/digital%20art%20representation%20of%20a%20small%20business%20looking%20at%20custom%20software%20building%20option%20Primary%20colours%20white%20with%20accents%20colours%20that%20are%20vibrant.png
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKh0C8vJ1eoMvXIOfRtwkRkV8ydzT%2Bn394uIXAYAWw1s%2BCQrGAJp0ZsUJM5S34zZsa1bpXrbYZ4k4Jfr4J3izumbOICytIQIs7Aclr9VgmNYaMWcLmrxCfZB3TqfysOpE9u8w%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=AVxigLKh0C8vJ1eoMvXIOfRtwkRkV8ydzT%2Bn394uIXAYAWw1s%2BCQrGAJp0ZsUJM5S34zZsa1bpXrbYZ4k4Jfr4J3izumbOICytIQIs7Aclr9VgmNYaMWcLmrxCfZB3TqfysOpE9u8w%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=AVxigLI%2BGnIJoPvQK13F69y3%2BSt5wpweZUSBK3ew5RBn%2B4K3%2FpYHKGilWzi7WzW7XMsu5zdGfZZJtEKQ2PYLpGB2MKyXHhJs6xNhpOwcD3nBji1m2bKZDvRC55ioys3b4H4bAMXv7irVCvxJkgEYtxJQPDuqRipCcofZOoFgjAiY%2B%2BMrQO2KuYGrk4yS8xFmReFjfitWUSx5XIeiw%2FNYV%2BfUDA%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=AVxigLJGyUbuvUlxZJ0ieT63jDTdrVAjt1bYcI58dFOYb9aNL4YzORWx56X77A72yEkTd5YqyI6UEZ2aKXRbHoESx2quT6arxkpMzqzUqOQydcIwCHZ7z4uPC2q0WYrVa31ccpqMzNkSdY6wOvzwfG%2BrrMSwK08Ov8HrmSOx0Wh6azkGIxSETUSGBB4%2B3S1jKY1m0ZCH6nYyqMQDow%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=AVxigLKY9Uc8XEqad94YpEKna5V9QkAkIHZVEzQ7ewEcvB9rdn22T%2BtyQrzBb2hfB783mJt3BrjFAW1fO2%2F1gDclPT78Yc1TNQ5Nd8yUogKWx%2FeODM4rfoTa5K4XK86H3UwcwUlsloLS6X%2B9PhGVkfh8%2BDoVMtEmEolAjornNvFRmH5muxRagTsbP5zpTtghgz%2Fq53BjSlGnxV9SXg%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=AVxigLK5DCo7axYSAYDYV%2Fk0i%2BWNNq74Z5UkIM09jULh3EJ5DmHNM8J6k0DxDfrc5zKWBQAyRvFhRFFWKJm9AZoHkNwSsATBj82o47HrOZslxDX4JVenK3iTTS4lc0dOO6mAnZ9G5%2BJoNdVvjFMLN6J2tTMqesptBhBecd%2F23hDHOxHpg3xSbIJ71ck5nkTbrjmzTh8anj%2BSiq2ef5CLiiBbPG4%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=AVxigLKJDy86BpcizF%2FBUGmI7bcHkklm6cwDgnkz2YnymmeZwhX5D3E3zuiGDGOveBENl7ZSWPAZMD24TQIuQZ%2Bu4y%2BMNjLWa81HRkhfA%2B5wrGM1vEqtWhU5ae%2FCVkzTRIQKmnPaoiMISqqEFenzr5Nshdoc9OI6rQhXEgSh2IBFNu9hJC4W%2BEUKhgkyfEceGqqg%2BTRD8KrZ0t0eeIGvaXY%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=AVxigLIpyykxVrN4Mom%2BlXlnk1FQUE9SoFZ%2Bc44bitQuPYIcj8hwxlOXwP90slbxX2av50DRSpN633Ic2On38zfwP894BXC6ARjjkyl4Dp4ocUNVle15ul3T628f%2Bb8UkvMGbSqLxhc2bcw8WOKjmKYg1m%2F6hdI2tyoYlQeVnmsa9JysBZwhZnDtTjBMDIENEX%2B2EHzeDG4Q9abuan9%2FDNpy5cO6oQ%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=AVxigLLAzhi8LPX0%2B2GX%2FA%2BVAeBbQvVV8shMh6qxVWWkKeZbhREaL5a6Uzql8UWCYbNhXYPuUHWTp5s5BAD7iiksWz7zdqrQAvRmRG59UPgi1zllXcGPkOK05M4SXxccrfqvwol38Y%2BCkCIOVbdFOSFUIJ90XpXOJUvprX9kEoPoIJwQpDXCphu3yY4VYKhFmwHrUq4F4IJdvF6u2eBtPjb29snHMt0%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=AVxigLIrpfa6V7npJRoBOHVfCoryPTF%2BJ9XF2Chyyz9L6GkwiHFlE36zNAYLwoHo8gTHNNo2CL9glxx2t2LS4BtHiDlaL1hPYp888EbhcWy1rLbzMtw8FqWS6BtJy4Yf0ONz1h57JvekZ3WzFJrzJCcMq4TxK3lkMTDMW2UQZ6yxF10RcWNbSCjH97fo9mhlT1QX4VI4ZxBRKxuhyJ0JTxlMGpQ%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=AVxigLJLeUDKYQpN3zPzejuxTJQMt341TiG7pIfO5DZ8WiZY%2B2zQ6L%2BKfT25n6Us%2BmQQQmmgpyFez46QK3c1%2FTvZB3LcvGxgXI1MKgLKpHyenuEnXJrC7YQjKgJRibBJ5VYWru7sIiuDXq8aus%2FjTxm6B%2Bip27teF4cJB756Xqgaig5MF5M9E1En%2BwDd7cA06GH02Vn%2FMJmd44JMyd3iqzywUg%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=AVxigLLmNFSzrKDdRH05UBgjRcwIuZnDg%2FWuGOfW5M%2BGwKnf0JmHiE1WZNVEN%2B90ExHmuLvwgdz%2BbnquRZVZqwl4eodlb%2BikxPNidaVP%2FSXvbsvxc39U%2BnH6xhxdVe%2BCxjkI8b6KpPKnIIcATcUkUUw9%2B59CsCKUvPCZ1LB60f%2Bb7nG3hFXooE9kM7tAOgBjTdCFWNeG0d%2FASxcXV9SQYIaWOR2PPqTguWyQsGJvRqvk54puTA%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=AVxigLI9oh3qdWKy4%2FWSsILKD2Z08ZaeJv%2F95OsSe3dO8KuyiE1V46vIXvmTtk0IkEH0dafAqvGp%2FByKEu3XX2Pgtbrrjf%2BrtLxTLAIySVvqjbNpAhhdL5ZapADac4XAVaHWvxDrETG8VtQ7MYMIW2Pg%2Bu0ida0F9fUO%2FtYI1p%2FWMx6f3%2FA011y354rKZeIcngtlBF0lmCQZrxHj6%2FFZw364mQw8&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=AVxigLLRiLugV2dk7Y883uXgeOP02Fmt1Dr1e%2F8MtX50HLyZ5huJcqFklpKtkZPZuKzi32vOQRp6fkrMa9YbRA9I%2F77v7vica7acY%2BMryq18dk9gCLltAf4nLeEgaRlGg7%2FaWCD1lvb1e57fUcpuMzsIzYyYyMKu0KU6Q6XVN7Ffd6nv3bn6W4RMzqQHP9BsPzqoNOOVJjW%2BAhy%2BvxONjndjwWIwbQ%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=AVxigLJ9oNku%2BGvn3O6obJWvDuU6OLFqw2O23YzUi9CWHta7cNbGIW7UU8upIzvvDKj3cwHZk8YLQ4DhsjATo2L1nZDx4C%2FRYJqG81QzzZoAy5vpqp6xDJ0kKN%2FhFiBBfLz43htogo08vSIZgNtKY59e0mPNkqtsumV0v4%2FutWn6BNPxPfQpg8Q7UekiO70zpiOMJeADXNIKL9ve328UnaPuG2rOh%2FgA7O8%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=AVxigLJA3pUzmAyM6EJRId897BJIrqMkTRqDCknJxCsKwND2OZJUqQV4mLgO7OFtMujg10YvJnzxE7CmG90RGreQK4IcI4kU3WdHi2R%2FMR93gk9ChafY1cSBY%2FX4Dk77DEe3GFvKCYhqmteR0QPBzIS4VDahGYAg7NGdpYezv8s51YzZBBKL83BN%2Fc60w%2BTUx%2Fkxg1kUEMoBB7WuiJcjiqsqD94%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=AVxigLJytcEzyfkVj0mZJiw8BbW870mGvOJ2tdwxy81stisHDgZrJxCU4mhCykIzdNKN4LaXmkvN3TL%2FAuHhlWBe5CWnGE1c1PMlpiRlcO8RXhguEfymUTsA2lR3HjW1bMeRiAMOXrF%2BX34wfzNVe%2F92O6%2FhIOtQYqELaaRleo6E2tLJl3eGeoi9jnAq4gpk8qRENP9D930gSMevBB4%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=AVxigLKx7mQm28JnJAgWby7sx0q9LPgzhiFiiX8%2BCwpgoAXQDySaoHbQUYgAn0Mo4i%2FL2O2X%2BSWzp8ou33XWXQePX%2BtjvmRwPdq7Km46Va3kcOSOPeaubE%2B3IjSv8uzkQIRAxP8%2FtpOEPZOmaxqgcb1Bqmw8zoyohyraA5Y7ff9pISxM4bJiTbS5q%2FUAouuQXX8vpi23VQ%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=AVxigLJNUBCyUuSt70yH9%2BiYrEQMuFVShYvRTDrYLXSphJTNDcY%2B%2BswMoVsAhl%2FlungeRtQJjGx%2BGqzyunEXO7363KpyEkkRdkhAGLh4RmHANLZu7Mg4kuiVayeqs%2FGCr9fiHi6duHLN0dKEPUYrZBiDf482bCunCAqLDz6YWiNSpZsvO7WJttAJVbzbxo%2B0nuFNEduX&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=AVxigLLzV2w91KXBZez758yt5VgnRlzU1%2Bz0F7QgyReJGnAC7%2BBph7ZrCsCDmv8ao%2FileRhLQJiTj18GQtrYB9HqCIIz9HwoyefR93pnllrdXcajw1fM7Z7rzWfKLoMh2NQqt0brqBLH52ZzDI3230xAbUJVfxCcm0mshWD8MfU02nbIK0U%2FR9%2FNCO%2FeTX6hZHkuhvH1rK3Bf3moWQ%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=AVxigLIMY7N2Ljy%2FoO6aF%2BG8Mp0fi2lcMQ9%2BJb%2BdMVw64QD0zrg%2BLr8WRx7sPlnwrXOk3W6Wg878UyokkyFz%2F2fA%2BQ962bSXzK61bvgciP6VvGztI0jmPJVNY7CRCfgjzVDyGeYMluYlG5cCF9VNumRfk%2BrWinMXLnvfZr8SeLB8eJtgevnViwF0tTFF4EAqKKNQlIhtFIidpNT6QBJlfgH2zA3Z5D6EdTA%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=AVxigLLwII7WRQ19WOF%2F8RqUVnt1gPhizy%2FJuRpOD0CnQtPyngswip%2BKnR2fEzHWHPZO8%2F2wHUedK%2Btdzohyzzm2niQMTjgZiD%2Bsokl1LLiZgGl6uuDfoK8UU%2FGcRKIQXecxKXHRgYwNHIYmLaj5sRYRw%2FsiiJgdHuPba8IvAQnrVjuSWTa%2BGpyR5RCRIHukZwMev0i2Dh5dfOceERD5srHuk5NUwawd%2BCQ%2FYME%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=AVxigLJiHLpimAE8G1%2BeDyEbUYV3JJfINNUfBZdh6XBE2reeepU3%2BWqMC2ZHzjqqx9fIKhtf5mbVSTSBW5aEbbWkWUxFV4SFKJKKIywAungRMIe7sLyETUvBZoUsZA32J3GBpGB%2BxZd9b4c7FmsAUW1ts2R9BOiEPEWA02VVsW8NSImHJXZFUuNtyU0PVNs3raSMPs4bgDpv0vQc1T1pwSCq1cE3twss0Tg%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=AVxigLLzV2w91KXBZez758yt5VgnRlzU1%2Bz0F7QgyReJGnAC7%2BBph7ZrCsCDmv8ao%2FileRhLQJiTj18GQtrYB9HqCIIz9HwoyefR93pnllrdXcajw1fM7Z7rzWfKLoMh2NQqt0brqBLH52ZzDI3230xAbUJVfxCcm0mshWD8MfU02nbIK0U%2FR9%2FNCO%2FeTX6hZHkuhvH1rK3Bf3moWQ%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=AVxigLIHiyBOlJqYjtYh8P0HNheLsHIAeMB2WZO5Y02AbD19bNL1fABUb4rWVvOVBZjnc4GxSCBvcBU0ufS9dS%2BoUrFYMbjpVGogdnbLev1wrAdTCaBtsZUY%2FVXFd6cI%2B%2Bacgw1R8VC%2FkaLWey6j8xozvREKN0sP8QZjaRlFAQVBLsQgeRYPVCHHyUsA5OmIoEC56DB8Xs8XohrzGmd5ntg%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=AVxigLKfy%2FYnVXF9f5oMFTiutkSVSZZiKj2THG7E9I46UVJfYDAzicLfbMJ3qAGHnZQdF78%2Bymo7lKuXKXWGgGgBRg4f497QnrQjxt%2Fj%2BRdnAWQXMe4%2BjkD7vl1iu0CBWDIexlyujo7hyuEFdTsEw5b8fL6CMPHbbh5HJ3Hmo6YjNJLYSw%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=AVxigLJpGhYNMxhUMPwnCMKIsT8rUoLBk6p9E7N73nAK%2FsmenBYRyJ7i49fJ9MmdYABbzJqVkFT6gohup2fowCYpetVD5GHqO7AUEnDcUMUTkf5w4%2BDRzvNPq2GLkYcOxXEZiO8O7hCYGfrShHMbJ75lWJuXFjS1kjmpwyw6TwAFepRcyQUBxB8SZNdkX0vfbA%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=AVxigLI7ChH8TWP94FpLvPk3E%2B7DqDuV8xYyMSJeUJmjKgr3UL40WUW37ulNTW4GORTvVFHSQJdCzeV8D5qR6oHl54zpJnwoQM9LWOEnC6pFY%2BMNti5Zon16FGEt1%2FPZa62fxkXmD8bwTjaTJAP6zV5dk%2Bmyj32Lam4PD75OVGq8&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=AVxigLIMkfa8r%2BB5MkEQfRAI0AdY8WsHCu6WAB8jeeHxktrRfHLa0tYPLSAILAV668WATb9RO%2FacgQvj0c7ssMVknUv0%2BJAwy71ycqx2kvt9TtOGOgHHiUzmgQjxXwTfbpbAl%2BpKWH2P3rbxyn9xgqebQBB2MbmWz8UW3XE9Txagt45%2B2aR0hGJz7ijSaw%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=AVxigLI7Q8YIUAMlLn5F%2BUjkP%2BgZkidBSD5%2FL3x4or1uw%2Fef9qWajrSPF2OMjTZf0NiBMMWGVcaX4wi3Tqp610Ds4%2BeD7MaBxxO%2BhnU4iF%2BfAUOwpxjpgL9%2FdjCYPtAJclpyHhBRzzisNoIsY%2BWNCHNIunUWI0PmbXAFd5J2gIaEbimeu5AItFo73Cbz0F%2F2vq%2FYS3f3JlSHQA%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=AVxigLIabDk22stAW9o%2BTyFBPA0mOCdaWAw00a77bOWRp3VxjprDW%2BLrzl%2BdT9C0F0uD2vQ%2FF0p4SyGZMIVI8BGcIWvdmjqnUZ%2BcHXQIyznN1ssggRJ%2FN8nWloM607rLh03dtXktuGkulOL37W2xwV4TZf0SRHxCplr5hNS2lT0WbO%2B6Y4KJLNsDW09Esw%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)

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Overview

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

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We Partner With

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

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

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

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

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

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Library

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

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[ 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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[![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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&webInteractiveContentId=185823046841&portalId=8302174)

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKjsdizzAEMbJJl5FSQmsRCxwc%2B7eoyrtnA8868h0%2BHYYZRPBfCKp8s6PPYPiBPKEampqTCSwsp8sf4QadkXE6H%2F8k03TkSiLQhWOvX%2FKBCBAA2s6cXxy2WnM77QzUInj%2FKBCAK0o9%2FZiakbbWZpHoweZOCRtI3G%2F8y3fVmj51v6c7zoLBi3i9bw7lv3cGeKg%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=AVxigLKh0C8vJ1eoMvXIOfRtwkRkV8ydzT%2Bn394uIXAYAWw1s%2BCQrGAJp0ZsUJM5S34zZsa1bpXrbYZ4k4Jfr4J3izumbOICytIQIs7Aclr9VgmNYaMWcLmrxCfZB3TqfysOpE9u8w%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=AVxigLKh0C8vJ1eoMvXIOfRtwkRkV8ydzT%2Bn394uIXAYAWw1s%2BCQrGAJp0ZsUJM5S34zZsa1bpXrbYZ4k4Jfr4J3izumbOICytIQIs7Aclr9VgmNYaMWcLmrxCfZB3TqfysOpE9u8w%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=AVxigLI%2BGnIJoPvQK13F69y3%2BSt5wpweZUSBK3ew5RBn%2B4K3%2FpYHKGilWzi7WzW7XMsu5zdGfZZJtEKQ2PYLpGB2MKyXHhJs6xNhpOwcD3nBji1m2bKZDvRC55ioys3b4H4bAMXv7irVCvxJkgEYtxJQPDuqRipCcofZOoFgjAiY%2B%2BMrQO2KuYGrk4yS8xFmReFjfitWUSx5XIeiw%2FNYV%2BfUDA%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=AVxigLJGyUbuvUlxZJ0ieT63jDTdrVAjt1bYcI58dFOYb9aNL4YzORWx56X77A72yEkTd5YqyI6UEZ2aKXRbHoESx2quT6arxkpMzqzUqOQydcIwCHZ7z4uPC2q0WYrVa31ccpqMzNkSdY6wOvzwfG%2BrrMSwK08Ov8HrmSOx0Wh6azkGIxSETUSGBB4%2B3S1jKY1m0ZCH6nYyqMQDow%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=AVxigLKY9Uc8XEqad94YpEKna5V9QkAkIHZVEzQ7ewEcvB9rdn22T%2BtyQrzBb2hfB783mJt3BrjFAW1fO2%2F1gDclPT78Yc1TNQ5Nd8yUogKWx%2FeODM4rfoTa5K4XK86H3UwcwUlsloLS6X%2B9PhGVkfh8%2BDoVMtEmEolAjornNvFRmH5muxRagTsbP5zpTtghgz%2Fq53BjSlGnxV9SXg%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=AVxigLK5DCo7axYSAYDYV%2Fk0i%2BWNNq74Z5UkIM09jULh3EJ5DmHNM8J6k0DxDfrc5zKWBQAyRvFhRFFWKJm9AZoHkNwSsATBj82o47HrOZslxDX4JVenK3iTTS4lc0dOO6mAnZ9G5%2BJoNdVvjFMLN6J2tTMqesptBhBecd%2F23hDHOxHpg3xSbIJ71ck5nkTbrjmzTh8anj%2BSiq2ef5CLiiBbPG4%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=AVxigLKJDy86BpcizF%2FBUGmI7bcHkklm6cwDgnkz2YnymmeZwhX5D3E3zuiGDGOveBENl7ZSWPAZMD24TQIuQZ%2Bu4y%2BMNjLWa81HRkhfA%2B5wrGM1vEqtWhU5ae%2FCVkzTRIQKmnPaoiMISqqEFenzr5Nshdoc9OI6rQhXEgSh2IBFNu9hJC4W%2BEUKhgkyfEceGqqg%2BTRD8KrZ0t0eeIGvaXY%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=AVxigLIpyykxVrN4Mom%2BlXlnk1FQUE9SoFZ%2Bc44bitQuPYIcj8hwxlOXwP90slbxX2av50DRSpN633Ic2On38zfwP894BXC6ARjjkyl4Dp4ocUNVle15ul3T628f%2Bb8UkvMGbSqLxhc2bcw8WOKjmKYg1m%2F6hdI2tyoYlQeVnmsa9JysBZwhZnDtTjBMDIENEX%2B2EHzeDG4Q9abuan9%2FDNpy5cO6oQ%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=AVxigLLAzhi8LPX0%2B2GX%2FA%2BVAeBbQvVV8shMh6qxVWWkKeZbhREaL5a6Uzql8UWCYbNhXYPuUHWTp5s5BAD7iiksWz7zdqrQAvRmRG59UPgi1zllXcGPkOK05M4SXxccrfqvwol38Y%2BCkCIOVbdFOSFUIJ90XpXOJUvprX9kEoPoIJwQpDXCphu3yY4VYKhFmwHrUq4F4IJdvF6u2eBtPjb29snHMt0%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=AVxigLIrpfa6V7npJRoBOHVfCoryPTF%2BJ9XF2Chyyz9L6GkwiHFlE36zNAYLwoHo8gTHNNo2CL9glxx2t2LS4BtHiDlaL1hPYp888EbhcWy1rLbzMtw8FqWS6BtJy4Yf0ONz1h57JvekZ3WzFJrzJCcMq4TxK3lkMTDMW2UQZ6yxF10RcWNbSCjH97fo9mhlT1QX4VI4ZxBRKxuhyJ0JTxlMGpQ%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=AVxigLJLeUDKYQpN3zPzejuxTJQMt341TiG7pIfO5DZ8WiZY%2B2zQ6L%2BKfT25n6Us%2BmQQQmmgpyFez46QK3c1%2FTvZB3LcvGxgXI1MKgLKpHyenuEnXJrC7YQjKgJRibBJ5VYWru7sIiuDXq8aus%2FjTxm6B%2Bip27teF4cJB756Xqgaig5MF5M9E1En%2BwDd7cA06GH02Vn%2FMJmd44JMyd3iqzywUg%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=AVxigLLmNFSzrKDdRH05UBgjRcwIuZnDg%2FWuGOfW5M%2BGwKnf0JmHiE1WZNVEN%2B90ExHmuLvwgdz%2BbnquRZVZqwl4eodlb%2BikxPNidaVP%2FSXvbsvxc39U%2BnH6xhxdVe%2BCxjkI8b6KpPKnIIcATcUkUUw9%2B59CsCKUvPCZ1LB60f%2Bb7nG3hFXooE9kM7tAOgBjTdCFWNeG0d%2FASxcXV9SQYIaWOR2PPqTguWyQsGJvRqvk54puTA%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=AVxigLI9oh3qdWKy4%2FWSsILKD2Z08ZaeJv%2F95OsSe3dO8KuyiE1V46vIXvmTtk0IkEH0dafAqvGp%2FByKEu3XX2Pgtbrrjf%2BrtLxTLAIySVvqjbNpAhhdL5ZapADac4XAVaHWvxDrETG8VtQ7MYMIW2Pg%2Bu0ida0F9fUO%2FtYI1p%2FWMx6f3%2FA011y354rKZeIcngtlBF0lmCQZrxHj6%2FFZw364mQw8&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=AVxigLLRiLugV2dk7Y883uXgeOP02Fmt1Dr1e%2F8MtX50HLyZ5huJcqFklpKtkZPZuKzi32vOQRp6fkrMa9YbRA9I%2F77v7vica7acY%2BMryq18dk9gCLltAf4nLeEgaRlGg7%2FaWCD1lvb1e57fUcpuMzsIzYyYyMKu0KU6Q6XVN7Ffd6nv3bn6W4RMzqQHP9BsPzqoNOOVJjW%2BAhy%2BvxONjndjwWIwbQ%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=AVxigLJ9oNku%2BGvn3O6obJWvDuU6OLFqw2O23YzUi9CWHta7cNbGIW7UU8upIzvvDKj3cwHZk8YLQ4DhsjATo2L1nZDx4C%2FRYJqG81QzzZoAy5vpqp6xDJ0kKN%2FhFiBBfLz43htogo08vSIZgNtKY59e0mPNkqtsumV0v4%2FutWn6BNPxPfQpg8Q7UekiO70zpiOMJeADXNIKL9ve328UnaPuG2rOh%2FgA7O8%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=AVxigLJA3pUzmAyM6EJRId897BJIrqMkTRqDCknJxCsKwND2OZJUqQV4mLgO7OFtMujg10YvJnzxE7CmG90RGreQK4IcI4kU3WdHi2R%2FMR93gk9ChafY1cSBY%2FX4Dk77DEe3GFvKCYhqmteR0QPBzIS4VDahGYAg7NGdpYezv8s51YzZBBKL83BN%2Fc60w%2BTUx%2Fkxg1kUEMoBB7WuiJcjiqsqD94%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=AVxigLJytcEzyfkVj0mZJiw8BbW870mGvOJ2tdwxy81stisHDgZrJxCU4mhCykIzdNKN4LaXmkvN3TL%2FAuHhlWBe5CWnGE1c1PMlpiRlcO8RXhguEfymUTsA2lR3HjW1bMeRiAMOXrF%2BX34wfzNVe%2F92O6%2FhIOtQYqELaaRleo6E2tLJl3eGeoi9jnAq4gpk8qRENP9D930gSMevBB4%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=AVxigLKx7mQm28JnJAgWby7sx0q9LPgzhiFiiX8%2BCwpgoAXQDySaoHbQUYgAn0Mo4i%2FL2O2X%2BSWzp8ou33XWXQePX%2BtjvmRwPdq7Km46Va3kcOSOPeaubE%2B3IjSv8uzkQIRAxP8%2FtpOEPZOmaxqgcb1Bqmw8zoyohyraA5Y7ff9pISxM4bJiTbS5q%2FUAouuQXX8vpi23VQ%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=AVxigLJNUBCyUuSt70yH9%2BiYrEQMuFVShYvRTDrYLXSphJTNDcY%2B%2BswMoVsAhl%2FlungeRtQJjGx%2BGqzyunEXO7363KpyEkkRdkhAGLh4RmHANLZu7Mg4kuiVayeqs%2FGCr9fiHi6duHLN0dKEPUYrZBiDf482bCunCAqLDz6YWiNSpZsvO7WJttAJVbzbxo%2B0nuFNEduX&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=AVxigLLzV2w91KXBZez758yt5VgnRlzU1%2Bz0F7QgyReJGnAC7%2BBph7ZrCsCDmv8ao%2FileRhLQJiTj18GQtrYB9HqCIIz9HwoyefR93pnllrdXcajw1fM7Z7rzWfKLoMh2NQqt0brqBLH52ZzDI3230xAbUJVfxCcm0mshWD8MfU02nbIK0U%2FR9%2FNCO%2FeTX6hZHkuhvH1rK3Bf3moWQ%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=AVxigLIMY7N2Ljy%2FoO6aF%2BG8Mp0fi2lcMQ9%2BJb%2BdMVw64QD0zrg%2BLr8WRx7sPlnwrXOk3W6Wg878UyokkyFz%2F2fA%2BQ962bSXzK61bvgciP6VvGztI0jmPJVNY7CRCfgjzVDyGeYMluYlG5cCF9VNumRfk%2BrWinMXLnvfZr8SeLB8eJtgevnViwF0tTFF4EAqKKNQlIhtFIidpNT6QBJlfgH2zA3Z5D6EdTA%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=AVxigLLwII7WRQ19WOF%2F8RqUVnt1gPhizy%2FJuRpOD0CnQtPyngswip%2BKnR2fEzHWHPZO8%2F2wHUedK%2Btdzohyzzm2niQMTjgZiD%2Bsokl1LLiZgGl6uuDfoK8UU%2FGcRKIQXecxKXHRgYwNHIYmLaj5sRYRw%2FsiiJgdHuPba8IvAQnrVjuSWTa%2BGpyR5RCRIHukZwMev0i2Dh5dfOceERD5srHuk5NUwawd%2BCQ%2FYME%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=AVxigLJiHLpimAE8G1%2BeDyEbUYV3JJfINNUfBZdh6XBE2reeepU3%2BWqMC2ZHzjqqx9fIKhtf5mbVSTSBW5aEbbWkWUxFV4SFKJKKIywAungRMIe7sLyETUvBZoUsZA32J3GBpGB%2BxZd9b4c7FmsAUW1ts2R9BOiEPEWA02VVsW8NSImHJXZFUuNtyU0PVNs3raSMPs4bgDpv0vQc1T1pwSCq1cE3twss0Tg%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=AVxigLLzV2w91KXBZez758yt5VgnRlzU1%2Bz0F7QgyReJGnAC7%2BBph7ZrCsCDmv8ao%2FileRhLQJiTj18GQtrYB9HqCIIz9HwoyefR93pnllrdXcajw1fM7Z7rzWfKLoMh2NQqt0brqBLH52ZzDI3230xAbUJVfxCcm0mshWD8MfU02nbIK0U%2FR9%2FNCO%2FeTX6hZHkuhvH1rK3Bf3moWQ%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=AVxigLIHiyBOlJqYjtYh8P0HNheLsHIAeMB2WZO5Y02AbD19bNL1fABUb4rWVvOVBZjnc4GxSCBvcBU0ufS9dS%2BoUrFYMbjpVGogdnbLev1wrAdTCaBtsZUY%2FVXFd6cI%2B%2Bacgw1R8VC%2FkaLWey6j8xozvREKN0sP8QZjaRlFAQVBLsQgeRYPVCHHyUsA5OmIoEC56DB8Xs8XohrzGmd5ntg%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=AVxigLKfy%2FYnVXF9f5oMFTiutkSVSZZiKj2THG7E9I46UVJfYDAzicLfbMJ3qAGHnZQdF78%2Bymo7lKuXKXWGgGgBRg4f497QnrQjxt%2Fj%2BRdnAWQXMe4%2BjkD7vl1iu0CBWDIexlyujo7hyuEFdTsEw5b8fL6CMPHbbh5HJ3Hmo6YjNJLYSw%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=AVxigLJpGhYNMxhUMPwnCMKIsT8rUoLBk6p9E7N73nAK%2FsmenBYRyJ7i49fJ9MmdYABbzJqVkFT6gohup2fowCYpetVD5GHqO7AUEnDcUMUTkf5w4%2BDRzvNPq2GLkYcOxXEZiO8O7hCYGfrShHMbJ75lWJuXFjS1kjmpwyw6TwAFepRcyQUBxB8SZNdkX0vfbA%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=AVxigLI7ChH8TWP94FpLvPk3E%2B7DqDuV8xYyMSJeUJmjKgr3UL40WUW37ulNTW4GORTvVFHSQJdCzeV8D5qR6oHl54zpJnwoQM9LWOEnC6pFY%2BMNti5Zon16FGEt1%2FPZa62fxkXmD8bwTjaTJAP6zV5dk%2Bmyj32Lam4PD75OVGq8&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=AVxigLIMkfa8r%2BB5MkEQfRAI0AdY8WsHCu6WAB8jeeHxktrRfHLa0tYPLSAILAV668WATb9RO%2FacgQvj0c7ssMVknUv0%2BJAwy71ycqx2kvt9TtOGOgHHiUzmgQjxXwTfbpbAl%2BpKWH2P3rbxyn9xgqebQBB2MbmWz8UW3XE9Txagt45%2B2aR0hGJz7ijSaw%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=AVxigLI7Q8YIUAMlLn5F%2BUjkP%2BgZkidBSD5%2FL3x4or1uw%2Fef9qWajrSPF2OMjTZf0NiBMMWGVcaX4wi3Tqp610Ds4%2BeD7MaBxxO%2BhnU4iF%2BfAUOwpxjpgL9%2FdjCYPtAJclpyHhBRzzisNoIsY%2BWNCHNIunUWI0PmbXAFd5J2gIaEbimeu5AItFo73Cbz0F%2F2vq%2FYS3f3JlSHQA%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=AVxigLIabDk22stAW9o%2BTyFBPA0mOCdaWAw00a77bOWRp3VxjprDW%2BLrzl%2BdT9C0F0uD2vQ%2FF0p4SyGZMIVI8BGcIWvdmjqnUZ%2BcHXQIyznN1ssggRJ%2FN8nWloM607rLh03dtXktuGkulOL37W2xwV4TZf0SRHxCplr5hNS2lT0WbO%2B6Y4KJLNsDW09Esw%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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLKL4NJ3GlkzKDdUVcgqMAzfPxoMCzJ6HW%2B2KEClU%2BqRP3z4DiU8usdUNWf9hO9tTdpAsYtX0LVKPhwEA%2FkXLmjx2CA5%2Fs%2Fn1EutKAhrk3lI8UcSIQqcq3ZLmPq6Tczg0tvg9wnGtcg0cTUpGQxqYQrKZsoR8V6%2FzU3vNnCcM4uz&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=AVxigLK61IBnlinI2UoCpRvqjq0LG4XmU76E7%2F1YbrUB5jx%2Fjh9HWaTaryyGTD1NAYUJG4L2fLipNKJhn5lX3Dw5S%2FVuuQRo3%2F9PuKgPmREC7YUXYM%2B0BCY60TtJFV7kXy%2FCoqMM%2F5NNKAguMHzIGduqiGQWEDKissszEn%2FhfnN%2BgwSybg%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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Blogs

# Build vs Buy in the AI Era: Guide for SMBs Navigating Custom Software Delivery

 Jared Oken, 27 October 2025

Build vs Buy Software | Custom Software Guide for SMBs | Rayven

6:48

You're a growing business. You need some[ custom software](https://www.rayven.io/services/sme-services) fast, because the off-the-shelf options simply won’t work. But you don’t have a dev team sitting around. So, do you spin up an offshore agency, or build it yourself on a low-code platform like ours?

This decision matters. It affects your speed, your spend, your control, and your future. We’ve seen all approaches, but here’s the hard truth: outsourcing can deliver code, but not capability. Platforms like [Rayven](https://www.rayven.io/) do both.

## The offshore shortcut (that isn't).

Offshore developers are cheaper per hour, but you’re not just buying hours - you’re buying ownership, agility, and long-term leverage. And on those fronts, outsourcing falls short.

Here’s what you’re really signing up for:

- **You don’t own the know-how.** When your agency vanishes, so does your ability to change anything confidently.
- **You can’t move fast.** Want a change? Raise a ticket. Wait a sprint. Hope for the best.
- **You’re paying to rebuild the basics.** Infra, login, databases, workflows - coded from scratch, badly.
- **You inherit their mess.** Poor documentation, zero testing, spaghetti logic? That’s your new problem.
- **Your roadmap, their priorities.** That critical feature you need? It’s on their timeline now.

You might get a working app. But the second you need to change, grow, or fix it - you’re stuck.

## The AI shortcut myth.

There’s a common assumption going around: AI makes it easier to build software, so you don’t need a platform. Just fire up ChatGPT or GitHub Copilot and generate the code, right?

Not quite.

AI helps with code generation - but it doesn’t give you architecture, security, deployment pipelines, or maintainability. What you get is code, fast. What you miss is structure.

And that speed? It often leads to bloat: you go from zero to thousands of lines of logic you barely understand. Debugging it? Good luck. Scaling it? Even harder. Replacing a developer midstream? Nightmare.

We’ve worked with teams who went all-in on AI-assisted building - only to be buried in brittle, unmaintainable codebases within months.

This is where Rayven wins. You don’t generate code - you model intent. You don’t wire systems from scratch - you configure proven modules. You move faster *and* stay sane.

## What you get with Rayven.

We built Rayven to solve this.

We give you a [low-code app development platform](https://www.rayven.io/products/low-code-app-development) where 70% of the job is already done, alongside a range of (optional) services that you can use to build a solution end-to-end, i.e. you handle the bits that matter to your business and we’ve got all the plumbing covered.

What that looks like:

- **Real-time dashboards, workflows, user auth, security - all pre-built.** You configure, don’t code.
- **Fast setup.** Launch in weeks, not quarters.
- **Own everything.** Models, integrations, logic - it’s all yours.
- **White-labelling, out of the box.** Build apps under your brand, no extra layers.
- **Iterate without begging for dev time.** Your ops or product team can update flows and UX without touching code.
- **No dead ends.** Need to add a bespoke function? Plug in code anywhere.
- **Built-in scalability.** Multi-tenancy, versioning, and monitoring from day one.
- **AI-ready infrastructure.** Comes pre-integrated with leading LLMs like OpenAI, Anthropic, and more - ready for prompting, chaining, and automating straight out of the box.

Rayven isn’t a toy, and it’s not just for MVPs or prototypes, it’s a serious platform for building **real business applications** - the kind that run operations, serve customers, and integrate with your existing tech.

Our platform is used to build customer-facing products and critical systems in some of the world’s toughest industries:

- **Mining:** Managing distributed sensor networks and live operations
- **Energy:** Monitoring infrastructure, automating maintenance, orchestrating assets
- **Asset rentals:** Delivering end-to-end portals for tracking, usage, billing, and optimisation

This isn’t startup fluff. It’s industrial-grade, enterprise-capable tech you can run with today.

## Need help? We've got you.

Don’t have an in-house product team or software capability? No problem.

Rayven’s Australia-based services team and global partners can take you from idea to live product:

- **Scoping requirements and process design**
- **Mapping interface flows and user journeys**
- **Defining data models and business logic**
- **Configuring and deploying your entire solution, end to end**

Everything is built on our platform by people who know it inside out - no external agencies, no knowledge gaps, no handovers. Whether you're just starting or scaling a critical system, we’ve got your back. And yes, you own the IP of all of it - every logic block, integration, workflow, and interface.

## **Let’s talk about control.**

Outsourcing feels easy - until it isn’t. When your business logic lives in someone else’s repo, you’ve lost control.

With Rayven:

- You can see how everything works.
- You can train your team to use and update it.
- You’re never dependent on a third-party agency.
- You won’t wake up to surprise invoices or vanishing teams.

This isn’t just about software. It’s about sovereignty. Your business should own what it runs on.

## What about cost?

 You’ll hear offshore dev is cheaper. It is - per hour. But total cost? Different story.

- **Rebuilding common components takes time.** Rayven gives you them out of the box.
- **Agency code is hard to maintain.** Rayven is built to be changed without breaking.
- **Rewrites happen.** Many outsourced builds don’t scale - and get scrapped within a year.
- **Every feature costs more.** In Rayven, adding a new flow is often minutes of drag-and-drop.

When you factor in total cost of ownership - delivery, iterations, maintenance, scale - Rayven wins. Every time.

## When you should still consider Dev Shops.

They’re not all bad. You should consider outsourcing if:

- You’re building proprietary tech that no platform can model
- You have a strong internal CTO who can manage the relationship
- You need custom mobile apps with native integrations

But if you’re building a workflow tool, customer facing tools and dashboards, internal system, or even a SaaS MVP - Rayven will get you there faster, cheaper, and with more control.

## Don’t just build, build capability.

This isn’t about code, it’s about how you scale.

You need:

- Tools your team can actually use
- Visibility into how your systems work
- The power to change direction without writing a spec doc
- A partner you can trust, one that brings the tools *and* the people

Rayven gives you that, without the overhead, and with support that acts like an extension of your team. We’re not a dev shop and we’re not just a supplier; we’re your platform *and* your partner.

Start where others stall. Build faster. Ship smarter. Own everything.

[Let’s go](https://www.rayven.io/contact).

#### Tags

[Blogs](https://www.rayven.io/blog/tag/blogs) [Comparative Analysis](https://www.rayven.io/blog/tag/comparative-analysis) [Media Coverage](https://www.rayven.io/blog/tag/media-coverage) [Brochures + eBooks](https://www.rayven.io/blog/tag/brochures-ebooks)

#### Author

Jared Oken

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### Explore further related content:

<https://www.rayven.io/blog/business-process-automation-software>

Blogs

## [Business Process Automation Software: the key to scalable efficiency](https://www.rayven.io/blog/business-process-automation-software)

 In today’s digital world, businesses must find ways to improve efficiency, reduce costs, and scale operations seamlessly. Business process automation software (BPAS)...[Read More](https://www.rayven.io/blog/business-process-automation-software)

<https://www.rayven.io/blog/bpm-tools>

Blogs

## [BPM Tools: what they are and which is the best choice](https://www.rayven.io/blog/bpm-tools)

 In today's fast-paced business environment, efficiency is everything. Business Process Management (BPM) tools help organisations streamline, automate, and optimise...[Read More](https://www.rayven.io/blog/bpm-tools)

<https://www.rayven.io/blog/automation-software>

Blogs

## [Automation Software: a guide for business leaders](https://www.rayven.io/blog/automation-software)

 The business landscape is evolving fast. Organisations, from small businesses to large enterprises, are turning to automation software to improve efficiency, reduce...[Read More](https://www.rayven.io/blog/automation-software)

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One of our data science, AI + IIoT specialists will contact you for a live one-on-one demonstration or to answer any questions.

<https://www.rayven.io>

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<https://www.rayven.io/blog/build-vs-buy-custom-software-delivery#body> 

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