---
title: "Low-Code vs No-Code: A Guide to the Key Differences | Rayven"
description: Explore the key differences between low-code vs no-code approaches, their benefits + limitations, & how choosing the right solution accelerates innovation.
image: https://www.rayven.io/hubfs/AI-Generated%20Media/Images/The%20image%20showcases%20a%20war%20between%20LowCode%20and%20NoCode%20development%20with%20the%20platforms%20standing%20on%20legs%20coming%20out%20of%20tablets%20battling%20each%20other%20slick%20smooth.jpeg
---

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**Custom AI + Agents**

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

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

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

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**Automations**

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

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

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**IoT Solutions**

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

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

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    Rayven MCP

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Field Applications

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

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**Platform Overview**

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

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

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**Integration Layer**

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

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

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**Data Layer**

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

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

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**Execution Layer**

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

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

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**Presentation / UI Layer**

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

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

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**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)

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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)

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AI Models + Training

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

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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=AVxigLJozguoOOuQaXkGjuvoV8K0y673V3dD%2BDYDdVZHlFx5iLO0nwLxXiMUcYv6RE%2FXAmD8FpUWh6Wk6xmbYvA9cwv%2FQj5%2Bo%2FBP1bWXS4lmPvYvFzDEFQVueMbLIQbZnVP9Kfko9w%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&nbsp;SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIbLqmEhCI%2F5IHa5jXbOY2cbzf%2BfPslEfhk5rGQR%2BZ3c%2FteFWMXc3HXNserJNnTrsdT9ncmYoEgwNLAPOWEMdDzE2eMhdN75R38VLl2NMu6NsDNWNd5OxLrRaFj2BrSvoSmYkpnXmxQmP5JPkE5rH7%2FRGQomczd9PkxmuR7GJP3NAKJXokQH9bP0RFNuuOBN1azcNl5N4%2BLtIxCFc3Pjw%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=AVxigLLw0ItAkjTg%2BBG%2Bu68P8%2F4RxXGb5dXKblFzI7psC2FwMJMHT4CwNRF9iOZszR4ZYE2cu%2FjASs1jQnFoAAS6EEFaXdzUex9lIbfSKNm%2FGK7Lx4cMfeA51N1GDaobgP7%2Fq86c3JuKdA%2BFwUAGoNRlmVyqYX8VgGshJk7eFesG1fZMCP8ZurHViz5Q7653pzmDIrmn120fOHBCtA%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=AVxigLK3bmqnWYLuZixVRxjM3UFVccL1uE2saTLUdBryOxDH6ZoL3kUdNER1ubVaUkcVT0cq6eYq1GMEbeAomPndREqkyEX%2FLT%2FDx5yYjvqOoI2Ymtdnjiiq1y5ZXBThTV%2F6X4FchPDTt4ziE09R2RmKyEX2d8DuP0Dpeb6LN9Nka2s4AlIS66%2F%2BRJeRbKVJ2eCduQO5TxAbghy%2BAQ%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=AVxigLJbMLB6O3EWJG%2F2pUsfzJK6oPsGBmCCaGkjfcs2sT6ZIAeSuK3pEP99cufFT3Vr%2FOd3d3ZiVkgL%2FKQRqN8VAinfYk3%2BLoAk%2F3rM1ek2UmdMYJP6BdSiWa%2F56wvC%2BytH4Wz6jp6Y7qNIgtMvvBsNFPXnFNTx341jbxkdyHcB8dH8DhUP%2Bl4QS6QkCni4Jh%2FpxoHQ%2BmUdED65g72id3uuPJ0%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=AVxigLLpFlLsuy9UM%2BFByMXjjFg133eO3DIy6cPOrw1tLEjQ4pqUBtMtzVN9CduBZG7j7LDJjD%2BHKw009L77E2H%2FAlSTqcxACdWm4ioTaasIE9nmBBgtwKX8LMUhbEcQUbTFCyL%2F4YcWVNBwWqN4U8otc1oqBySBmsiYuA4IcE7cLt1UUGd1BslEPPIKZmy4jyNC6YHovoYZAdVS4sjrJJ0%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=AVxigLKil6%2BLuci0zWCIC7nzhzgDjhlKNT2xwfVKpBjbLD4QqNO3nPH2ynnORRbg7p4dkjXiy4CjCeH8LtgDkeDE%2FPXYHzqBJgsly0Kb47pY0NEASkYpXAnq8Bio1%2Bpka%2FoJM9DVWd8N1s7KRJCkY%2B0UC16WDLZTBMEqE0ZNx2Oqs0GhSQGzOt7OadT%2Bici1fNzEM4nQk3wYQKE9iUANzShW89v5vA%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=AVxigLL5xHOjIlQyAEq%2F7IupLmP%2ByTlvj3ABLWsGCKFmUYnBLVyh7hszPXY9CT6sK57ayZj1Ec3DZUEoPDhzfc3%2BWTN7%2F4Ip3VWaJu2ecgoeSh8kcFQVj7b3EqOmJQyILrnsI2kw0Mnxg%2FA7Jpy29EavnujhiHHSxpul0fe%2FgRggR%2Fj5tPu17U9k7%2B3Ap9L87lr7z8VJo8r%2FQJYTt9wNiYTquUJSC9E%3D&webInteractiveContentId=185830583197&portalId=8302174)

[![FACILITY + SITE&nbsp;MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJcjO0ng9bqIqSkqkj23vhuD1bwWNN72UkzMtiw8sPnjubgetxbXf%2BdaNvm2ZhCD9vlBzQ%2BeOJrIEOnEp%2BwbUGosQuvherT%2B4mCU7pXQXG87sqdwBV9DH2MfxaK7hhxaNPmrKRhBkwz%2Baw%2FZc3BCAaCxER7tkXMjO1sVkwZRE%2B29hK03IM3PiICYP7Xx1qbt5gBOaMwmeE6oHAmrReHtR0%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=AVxigLIQGwCfr3feKsmRfkEp3CThTdhUD5rXrT%2FtY02yzPOLXHG75ATNvPgyaoEk%2FLopDSab2J3fvsuGIfF%2Fde79WPHahBhNrspHZekysM17pjdcuyFQSjZmfYp01mttdHWgoESLkwJUbv6VUk56%2BOS3V9Hr2g%2B1W6L%2Bqml6wAd0Bsu9eo94hI27fg28Jnu4Ch19mP%2FWRN3T1MUItF3Fyy%2F%2Bgg%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=AVxigLL5DKaEIKFg7Uci9A6vSooTHmcvMcuYgJRinNNuRvr4%2BBgioZR5syVQz427%2B%2B%2BY86bHKuHVopyrTNGqCKTTL3alwaJudeTswqNGnmisvj4WG0kx7GmIUqOCAEVJfH6lgnsbtSp%2F5gdZDxZeuZ54P2HD7lPakFqWneTwBaOtBhyNaxfXpVpU48YYTQm0n97fpmtPshu6B0oLf%2F4fL%2BtMcxd4d8cNCyjBW7tkneJvJPDsTQ%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=AVxigLKW5fMg5pzqA54wTycfEEKtRCKCx5KGVMIW6PHtS2GiE4LUWxs061mhiPxBlkes7HniCiOXtCXyDtpdu9IClBuryumUmW59i%2BSK5GNeFYQY3glf5Sq1PyVGXGIFLGTGT%2FshRYQDvd7EojYpLDlfdYc7kUbju4yxywDnTdFRYO5O56mDHyGz1XqdLjdGuRjh7N8zpE%2BYTmwX6Z3n6MCVh6wG&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=AVxigLL1WghnGwDukQEsxt9rpu38OTrr%2Fh6ID23wdNTNz7NKwEBaOiBGNgV6GMDeSpNStBXBuETH%2BBVnDTUrnWPdRObOq2Jm6kVOl5CJbX9ec2Y9B4S8g2nRtURwerF0i0EQCeM5X1C6BtpEvV3SfqBBqw%2FFXxcCC6%2FfXR4hrxYtDk1DmUhvlNe5On8AjyjCuQOdRMxtnr%2BQTmeXruo%2BcS3ZLz3xyA%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=AVxigLJeknlGjyuzd%2FfVVqpAp3sv9Kho4AOwcWklq5PZ7oYcx2y1Gysu6NWCY2B0tXsUb3KNwVMl4%2BsvUG4Bfoge1xB3rCLpSiZLRJOrq4U27L16m%2BiLy0v62LcgGZmto3jTSAZVFgHf%2BBz11HPoRalgXkh5aWztBVu6D665I62du%2Bki8xErbBP5Z%2BMfFy7vtE108QGMbeUP3VjosRpTM9ioGVsBhm4PoG4%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=AVxigLIIUzOBWHfgU8pVmT6EQWrswR1Sd1X3UCtPrUqTa9q0qNpcHGlqn5E3B0lpTaAMno3LyVjXHaa0kZ1dFVbdT13gsW1k2kRtzQh4nl5vUpiibF7TOT4dzLK5cWYl6owUAtqPpaluIC6XTTTFsQcamjkkfBhixls6pkIkI1Wc3XcJowZ%2FGjRNwNh6EqgYuYOmun%2FgwZMRTm2qpEz%2B87iR6Oo%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=AVxigLLX0qnFmYCAcMOavphtnXdN%2FoTjXtA0gWdGzWSZQR7yDGx8TyRU43wkhfzXMhUof80OmSpVl4BTJTBIuXZyf4EFSJwUaLE214P7XO%2BctUhrTWJtxNHNuaRNVshzV7OKPtC4pBCDMOlGUASoBb34Rm81ENWOsq2KAfVInbbMcZ48evAKbWdNfzwbuLit61Sl6xW5G6EAiERzSBk%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=AVxigLJNrOatamMJyFtPdtAwnpCwyjyShbL%2F8Bz8QDCoV1DrDozBVxkiA0K8XFz1MMSq6Vu2MmSyq9R%2FgZsCGZi9uBVkGO73xlFQ%2FgTHvfrJYcVQhBgEyL5G0OJTqjRaRg5Wd5IJnaIVGqLv3r%2BRH%2B1hXZhStMVdMmgnZLRIAacOmsOuPUxmNOAF6gOFWQWss0sbZE9nAA%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=AVxigLKN7DYQ2YQqCz6fAjl8IJoD%2BjLqePJbjeXT%2B7VbnISxT5yT8XXQL3%2BKzmk%2BuvSEZjAnEDfPu91e9YNZRBromLpYtkw%2FDARoV4N0UuTXGmL8lnEgv4e%2Bem7YC1kOVwwHCjNFQ5%2Bg05wPW4ZWrWi6QGqoOlG29G97UNM1%2BafrGqK2JMh6g3lDiYnQpHebGdL4c315&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=AVxigLLH6zjWwcXErmHvmYZQ7eOfy%2BJOp0owAz7eQdc0OZhjT6X%2F16AhwBg59dYB4ZQVgfBPWgNDv9Ej6YYz3JfsnP%2FooRkoDRgGUjnm82XsU6ZrqpdpBLwrgNfvxFySBCIL%2BlXa0xkPfOmOHdfIV%2FzdVp%2FL03DIrZ8JFMUBHmNtSuhLfDZor4Zxm3TcYC%2FS0N%2FILTV2Ni8NUgUSQQ%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=AVxigLLVTccDYY59iPCaNeBQGDr3IhcWbFQYseKdHeAXVeYMkG5wUDW3weFxYEaCktsmnVd3Bze%2Bu4iZ4OfwMePXP4AjyhhVE0yzBrUc4NS5qPJ2pLc599lAvjyrGgsyPkjgBiRYslgiMh6ERliVU5zKsl5bkO9sTcV7yZ9hp%2BsAAPxX8nEGD5uhhdD%2BDgqF7cERVRuIBCcRsKuefTeDvEQ%2Bv0FoKIfsR2A%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=AVxigLInGFsFKmKNLHGvpC8KE4OlXL1UySoojanNoJ6a1cKyDRYY28MDR0TF4MVCGCuPFyju%2BOE6ubGqMnH%2BrXee0AdNDlHp5h21Kli7nWUFTXFOhQ4LZ4qfszZ7wZaZuaX3kKkFe%2F%2BfZ2rj8wjPfwHLRJ9bkgIwfKhUykMhEODfwSMXBKfgqHz4r%2F3X18p2okbhofVK9dtAaLDZ0cuGOsWLf93I%2B4dVMAHCPLs%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=AVxigLLgG6X89uaJEos0%2BTffVQ70LfFPRt1xhYpcI3R92VqLRROJPC7lcY5AAxweKUOEtB1PuDDMoM0QypFq9rKRMPUM9Nfts9SwbNBueitGwQy850dI37%2FgOQsTj%2BUIt0swXyCdxz53Vw592x5lr8qAKkaKVduX%2Fi9nvsoBj0klNYKrXIw57K0QjLXIPB11AQ%2F8nS6tHk7gQPPZhymGWphQ4UJDBzyIE9Q%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=AVxigLLH6zjWwcXErmHvmYZQ7eOfy%2BJOp0owAz7eQdc0OZhjT6X%2F16AhwBg59dYB4ZQVgfBPWgNDv9Ej6YYz3JfsnP%2FooRkoDRgGUjnm82XsU6ZrqpdpBLwrgNfvxFySBCIL%2BlXa0xkPfOmOHdfIV%2FzdVp%2FL03DIrZ8JFMUBHmNtSuhLfDZor4Zxm3TcYC%2FS0N%2FILTV2Ni8NUgUSQQ%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=AVxigLKtRuaFahd4%2Bh4y4essR4ciK5aob0axVnmtaViU3%2B0rbv5ElyvTrfu1M2VAwVTq9K7M5u93gWO5yEH8fQZHUbw7UKGK413xGFTS2Ju%2B9NQC%2FLeiLsQjApqvyTS%2Ftl8db4auz2HJwC%2F%2FrxraFW5Me5RIVns0QJc5r080%2FnYTZHnGSFD67%2F64xhwh%2FOqb3YOLw64o%2FaCwDPjen%2BrqyVM%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=AVxigLKpVpJgqvFjGcyN6jueN%2Bv%2BKSrH6LspP%2BV1QoyWs6eXzy28NHcWHtB7p4Xan61f2Hm4B6c3Qys%2FX5QWHBcU15r6WOSX8ye1au6oPwcMbSOWHO60wZIpV6fzCDiOOJleXoFe23TpHdo5kTeB%2F7EPxlP6esXvPx7QWk%2BqHq%2BM0bV6WQ%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=AVxigLJ%2FWqufsmfzFZ4zuE9Nd8ByeF9JdqdStNRW%2FK5apUjkt7JJSlni3wBqmV6cGWsQQfdjg3A9kInHoZ7JWmnFL0hB%2FTfiAOy8Uq40RVwbyNIKc0WNOBjAYkYchLDzctIV3JB6P2pmFuL52fomG2gZz45KhxI9BCH1e4ow5jRYMHB8MSkOnHD4tIgJ6L84pw%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=AVxigLIr1c%2FOrLh4UZgEq7zrxuxZcZxKxCVx9cpyMpRdrD7IaLuVzgIbWVNosEr9YuifbrOkTvTy%2Bzng6HaK67rMCeqkKhSnoE4yDTM9U9adSYAL7gF4nuydd41%2FiKsBbKaskodPc9%2BC3aywPY4lDUJ0s6yAnxuLNSTWxe4o%2FLwI&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=AVxigLLBxPbOPE%2BNhZdivq%2FBeybQmXYFlIWhSNVvCQ4plRn3lSItTb0Y3oBA0wr1CtKpYiSULis1bqy%2B17CslhEWaKdB8WaLPY4xXb%2FyY3et2CgZv53312ss6rO8%2FagHzDLz%2BAuhT9WB%2F1gOwyE97jLbqwaMSK99OZnQTU%2BeHXV4o4OcSeo9V68YGj%2BEYg%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=AVxigLKV8J75Vd1kQmy3teYzMA0dUHr51SBVl5Uv9kCo86LwoyylY7BfRZrwTxqmIVi0T3nC7ttHHG99OcTD%2F4R6kgrnEFVEsOxP1RF8BaZSVHeAsSb0yIMTlWcyfrEmRKsBLNvPhLM95%2BpvATwrSwuGveniFGrSZ0LgMAwF8UYJszyVLB4hCErTvYyYTYx6n8lAOLLEqD%2ByAQ%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=AVxigLJWItpf6JEyO4D5iOQ1uI%2F%2B2SJp%2BF4dMO1oP8EPPUs9rQCBNUaE2i1SDKeINAI8z5N6x1mx5Oa7mUHaxs1FiNYUhNYd5%2Fp8co8X6jtIfTKtMN9SUQszjKiP708zeri22TDpPWvTctx0GYiWk9RJTnABBJoA9ZU1GDONrAFZZRaZQAHji%2B5yNCiDCw%3D%3D&webInteractiveContentId=185785618812&portalId=8302174)

Overview

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

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

Set Engagements

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

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

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

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

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

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

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

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

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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Library

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Our Company

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

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

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

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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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIzOuJOBnRF3dxg931k2qe%2BTzNXCadGsNxKR9eHKbvVXFgPrj4DCLSniWTBqqdna17mcywY2jbKaYahJ7%2BEb5M3LrqT5Umn9mxHxUqS1nDQVFxd4Ew6P4UtSVfMQPyK5ehFr1pSCNR4zNUes3G%2FCdU5oRm%2BKLyCDhmkblz7CcObu68oWqgVoZESdDgKc6m2pA%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=AVxigLJozguoOOuQaXkGjuvoV8K0y673V3dD%2BDYDdVZHlFx5iLO0nwLxXiMUcYv6RE%2FXAmD8FpUWh6Wk6xmbYvA9cwv%2FQj5%2Bo%2FBP1bWXS4lmPvYvFzDEFQVueMbLIQbZnVP9Kfko9w%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=AVxigLJozguoOOuQaXkGjuvoV8K0y673V3dD%2BDYDdVZHlFx5iLO0nwLxXiMUcYv6RE%2FXAmD8FpUWh6Wk6xmbYvA9cwv%2FQj5%2Bo%2FBP1bWXS4lmPvYvFzDEFQVueMbLIQbZnVP9Kfko9w%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=AVxigLIbLqmEhCI%2F5IHa5jXbOY2cbzf%2BfPslEfhk5rGQR%2BZ3c%2FteFWMXc3HXNserJNnTrsdT9ncmYoEgwNLAPOWEMdDzE2eMhdN75R38VLl2NMu6NsDNWNd5OxLrRaFj2BrSvoSmYkpnXmxQmP5JPkE5rH7%2FRGQomczd9PkxmuR7GJP3NAKJXokQH9bP0RFNuuOBN1azcNl5N4%2BLtIxCFc3Pjw%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=AVxigLLw0ItAkjTg%2BBG%2Bu68P8%2F4RxXGb5dXKblFzI7psC2FwMJMHT4CwNRF9iOZszR4ZYE2cu%2FjASs1jQnFoAAS6EEFaXdzUex9lIbfSKNm%2FGK7Lx4cMfeA51N1GDaobgP7%2Fq86c3JuKdA%2BFwUAGoNRlmVyqYX8VgGshJk7eFesG1fZMCP8ZurHViz5Q7653pzmDIrmn120fOHBCtA%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=AVxigLK3bmqnWYLuZixVRxjM3UFVccL1uE2saTLUdBryOxDH6ZoL3kUdNER1ubVaUkcVT0cq6eYq1GMEbeAomPndREqkyEX%2FLT%2FDx5yYjvqOoI2Ymtdnjiiq1y5ZXBThTV%2F6X4FchPDTt4ziE09R2RmKyEX2d8DuP0Dpeb6LN9Nka2s4AlIS66%2F%2BRJeRbKVJ2eCduQO5TxAbghy%2BAQ%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=AVxigLJbMLB6O3EWJG%2F2pUsfzJK6oPsGBmCCaGkjfcs2sT6ZIAeSuK3pEP99cufFT3Vr%2FOd3d3ZiVkgL%2FKQRqN8VAinfYk3%2BLoAk%2F3rM1ek2UmdMYJP6BdSiWa%2F56wvC%2BytH4Wz6jp6Y7qNIgtMvvBsNFPXnFNTx341jbxkdyHcB8dH8DhUP%2Bl4QS6QkCni4Jh%2FpxoHQ%2BmUdED65g72id3uuPJ0%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=AVxigLLpFlLsuy9UM%2BFByMXjjFg133eO3DIy6cPOrw1tLEjQ4pqUBtMtzVN9CduBZG7j7LDJjD%2BHKw009L77E2H%2FAlSTqcxACdWm4ioTaasIE9nmBBgtwKX8LMUhbEcQUbTFCyL%2F4YcWVNBwWqN4U8otc1oqBySBmsiYuA4IcE7cLt1UUGd1BslEPPIKZmy4jyNC6YHovoYZAdVS4sjrJJ0%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=AVxigLKil6%2BLuci0zWCIC7nzhzgDjhlKNT2xwfVKpBjbLD4QqNO3nPH2ynnORRbg7p4dkjXiy4CjCeH8LtgDkeDE%2FPXYHzqBJgsly0Kb47pY0NEASkYpXAnq8Bio1%2Bpka%2FoJM9DVWd8N1s7KRJCkY%2B0UC16WDLZTBMEqE0ZNx2Oqs0GhSQGzOt7OadT%2Bici1fNzEM4nQk3wYQKE9iUANzShW89v5vA%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=AVxigLL5xHOjIlQyAEq%2F7IupLmP%2ByTlvj3ABLWsGCKFmUYnBLVyh7hszPXY9CT6sK57ayZj1Ec3DZUEoPDhzfc3%2BWTN7%2F4Ip3VWaJu2ecgoeSh8kcFQVj7b3EqOmJQyILrnsI2kw0Mnxg%2FA7Jpy29EavnujhiHHSxpul0fe%2FgRggR%2Fj5tPu17U9k7%2B3Ap9L87lr7z8VJo8r%2FQJYTt9wNiYTquUJSC9E%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=AVxigLJcjO0ng9bqIqSkqkj23vhuD1bwWNN72UkzMtiw8sPnjubgetxbXf%2BdaNvm2ZhCD9vlBzQ%2BeOJrIEOnEp%2BwbUGosQuvherT%2B4mCU7pXQXG87sqdwBV9DH2MfxaK7hhxaNPmrKRhBkwz%2Baw%2FZc3BCAaCxER7tkXMjO1sVkwZRE%2B29hK03IM3PiICYP7Xx1qbt5gBOaMwmeE6oHAmrReHtR0%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=AVxigLIQGwCfr3feKsmRfkEp3CThTdhUD5rXrT%2FtY02yzPOLXHG75ATNvPgyaoEk%2FLopDSab2J3fvsuGIfF%2Fde79WPHahBhNrspHZekysM17pjdcuyFQSjZmfYp01mttdHWgoESLkwJUbv6VUk56%2BOS3V9Hr2g%2B1W6L%2Bqml6wAd0Bsu9eo94hI27fg28Jnu4Ch19mP%2FWRN3T1MUItF3Fyy%2F%2Bgg%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=AVxigLL5DKaEIKFg7Uci9A6vSooTHmcvMcuYgJRinNNuRvr4%2BBgioZR5syVQz427%2B%2B%2BY86bHKuHVopyrTNGqCKTTL3alwaJudeTswqNGnmisvj4WG0kx7GmIUqOCAEVJfH6lgnsbtSp%2F5gdZDxZeuZ54P2HD7lPakFqWneTwBaOtBhyNaxfXpVpU48YYTQm0n97fpmtPshu6B0oLf%2F4fL%2BtMcxd4d8cNCyjBW7tkneJvJPDsTQ%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=AVxigLKW5fMg5pzqA54wTycfEEKtRCKCx5KGVMIW6PHtS2GiE4LUWxs061mhiPxBlkes7HniCiOXtCXyDtpdu9IClBuryumUmW59i%2BSK5GNeFYQY3glf5Sq1PyVGXGIFLGTGT%2FshRYQDvd7EojYpLDlfdYc7kUbju4yxywDnTdFRYO5O56mDHyGz1XqdLjdGuRjh7N8zpE%2BYTmwX6Z3n6MCVh6wG&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=AVxigLL1WghnGwDukQEsxt9rpu38OTrr%2Fh6ID23wdNTNz7NKwEBaOiBGNgV6GMDeSpNStBXBuETH%2BBVnDTUrnWPdRObOq2Jm6kVOl5CJbX9ec2Y9B4S8g2nRtURwerF0i0EQCeM5X1C6BtpEvV3SfqBBqw%2FFXxcCC6%2FfXR4hrxYtDk1DmUhvlNe5On8AjyjCuQOdRMxtnr%2BQTmeXruo%2BcS3ZLz3xyA%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=AVxigLJeknlGjyuzd%2FfVVqpAp3sv9Kho4AOwcWklq5PZ7oYcx2y1Gysu6NWCY2B0tXsUb3KNwVMl4%2BsvUG4Bfoge1xB3rCLpSiZLRJOrq4U27L16m%2BiLy0v62LcgGZmto3jTSAZVFgHf%2BBz11HPoRalgXkh5aWztBVu6D665I62du%2Bki8xErbBP5Z%2BMfFy7vtE108QGMbeUP3VjosRpTM9ioGVsBhm4PoG4%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=AVxigLIIUzOBWHfgU8pVmT6EQWrswR1Sd1X3UCtPrUqTa9q0qNpcHGlqn5E3B0lpTaAMno3LyVjXHaa0kZ1dFVbdT13gsW1k2kRtzQh4nl5vUpiibF7TOT4dzLK5cWYl6owUAtqPpaluIC6XTTTFsQcamjkkfBhixls6pkIkI1Wc3XcJowZ%2FGjRNwNh6EqgYuYOmun%2FgwZMRTm2qpEz%2B87iR6Oo%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=AVxigLLX0qnFmYCAcMOavphtnXdN%2FoTjXtA0gWdGzWSZQR7yDGx8TyRU43wkhfzXMhUof80OmSpVl4BTJTBIuXZyf4EFSJwUaLE214P7XO%2BctUhrTWJtxNHNuaRNVshzV7OKPtC4pBCDMOlGUASoBb34Rm81ENWOsq2KAfVInbbMcZ48evAKbWdNfzwbuLit61Sl6xW5G6EAiERzSBk%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=AVxigLJNrOatamMJyFtPdtAwnpCwyjyShbL%2F8Bz8QDCoV1DrDozBVxkiA0K8XFz1MMSq6Vu2MmSyq9R%2FgZsCGZi9uBVkGO73xlFQ%2FgTHvfrJYcVQhBgEyL5G0OJTqjRaRg5Wd5IJnaIVGqLv3r%2BRH%2B1hXZhStMVdMmgnZLRIAacOmsOuPUxmNOAF6gOFWQWss0sbZE9nAA%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=AVxigLKN7DYQ2YQqCz6fAjl8IJoD%2BjLqePJbjeXT%2B7VbnISxT5yT8XXQL3%2BKzmk%2BuvSEZjAnEDfPu91e9YNZRBromLpYtkw%2FDARoV4N0UuTXGmL8lnEgv4e%2Bem7YC1kOVwwHCjNFQ5%2Bg05wPW4ZWrWi6QGqoOlG29G97UNM1%2BafrGqK2JMh6g3lDiYnQpHebGdL4c315&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=AVxigLLH6zjWwcXErmHvmYZQ7eOfy%2BJOp0owAz7eQdc0OZhjT6X%2F16AhwBg59dYB4ZQVgfBPWgNDv9Ej6YYz3JfsnP%2FooRkoDRgGUjnm82XsU6ZrqpdpBLwrgNfvxFySBCIL%2BlXa0xkPfOmOHdfIV%2FzdVp%2FL03DIrZ8JFMUBHmNtSuhLfDZor4Zxm3TcYC%2FS0N%2FILTV2Ni8NUgUSQQ%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=AVxigLLVTccDYY59iPCaNeBQGDr3IhcWbFQYseKdHeAXVeYMkG5wUDW3weFxYEaCktsmnVd3Bze%2Bu4iZ4OfwMePXP4AjyhhVE0yzBrUc4NS5qPJ2pLc599lAvjyrGgsyPkjgBiRYslgiMh6ERliVU5zKsl5bkO9sTcV7yZ9hp%2BsAAPxX8nEGD5uhhdD%2BDgqF7cERVRuIBCcRsKuefTeDvEQ%2Bv0FoKIfsR2A%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=AVxigLInGFsFKmKNLHGvpC8KE4OlXL1UySoojanNoJ6a1cKyDRYY28MDR0TF4MVCGCuPFyju%2BOE6ubGqMnH%2BrXee0AdNDlHp5h21Kli7nWUFTXFOhQ4LZ4qfszZ7wZaZuaX3kKkFe%2F%2BfZ2rj8wjPfwHLRJ9bkgIwfKhUykMhEODfwSMXBKfgqHz4r%2F3X18p2okbhofVK9dtAaLDZ0cuGOsWLf93I%2B4dVMAHCPLs%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=AVxigLLgG6X89uaJEos0%2BTffVQ70LfFPRt1xhYpcI3R92VqLRROJPC7lcY5AAxweKUOEtB1PuDDMoM0QypFq9rKRMPUM9Nfts9SwbNBueitGwQy850dI37%2FgOQsTj%2BUIt0swXyCdxz53Vw592x5lr8qAKkaKVduX%2Fi9nvsoBj0klNYKrXIw57K0QjLXIPB11AQ%2F8nS6tHk7gQPPZhymGWphQ4UJDBzyIE9Q%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=AVxigLLH6zjWwcXErmHvmYZQ7eOfy%2BJOp0owAz7eQdc0OZhjT6X%2F16AhwBg59dYB4ZQVgfBPWgNDv9Ej6YYz3JfsnP%2FooRkoDRgGUjnm82XsU6ZrqpdpBLwrgNfvxFySBCIL%2BlXa0xkPfOmOHdfIV%2FzdVp%2FL03DIrZ8JFMUBHmNtSuhLfDZor4Zxm3TcYC%2FS0N%2FILTV2Ni8NUgUSQQ%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=AVxigLKtRuaFahd4%2Bh4y4essR4ciK5aob0axVnmtaViU3%2B0rbv5ElyvTrfu1M2VAwVTq9K7M5u93gWO5yEH8fQZHUbw7UKGK413xGFTS2Ju%2B9NQC%2FLeiLsQjApqvyTS%2Ftl8db4auz2HJwC%2F%2FrxraFW5Me5RIVns0QJc5r080%2FnYTZHnGSFD67%2F64xhwh%2FOqb3YOLw64o%2FaCwDPjen%2BrqyVM%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=AVxigLKpVpJgqvFjGcyN6jueN%2Bv%2BKSrH6LspP%2BV1QoyWs6eXzy28NHcWHtB7p4Xan61f2Hm4B6c3Qys%2FX5QWHBcU15r6WOSX8ye1au6oPwcMbSOWHO60wZIpV6fzCDiOOJleXoFe23TpHdo5kTeB%2F7EPxlP6esXvPx7QWk%2BqHq%2BM0bV6WQ%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=AVxigLJ%2FWqufsmfzFZ4zuE9Nd8ByeF9JdqdStNRW%2FK5apUjkt7JJSlni3wBqmV6cGWsQQfdjg3A9kInHoZ7JWmnFL0hB%2FTfiAOy8Uq40RVwbyNIKc0WNOBjAYkYchLDzctIV3JB6P2pmFuL52fomG2gZz45KhxI9BCH1e4ow5jRYMHB8MSkOnHD4tIgJ6L84pw%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=AVxigLIr1c%2FOrLh4UZgEq7zrxuxZcZxKxCVx9cpyMpRdrD7IaLuVzgIbWVNosEr9YuifbrOkTvTy%2Bzng6HaK67rMCeqkKhSnoE4yDTM9U9adSYAL7gF4nuydd41%2FiKsBbKaskodPc9%2BC3aywPY4lDUJ0s6yAnxuLNSTWxe4o%2FLwI&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=AVxigLLBxPbOPE%2BNhZdivq%2FBeybQmXYFlIWhSNVvCQ4plRn3lSItTb0Y3oBA0wr1CtKpYiSULis1bqy%2B17CslhEWaKdB8WaLPY4xXb%2FyY3et2CgZv53312ss6rO8%2FagHzDLz%2BAuhT9WB%2F1gOwyE97jLbqwaMSK99OZnQTU%2BeHXV4o4OcSeo9V68YGj%2BEYg%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=AVxigLKV8J75Vd1kQmy3teYzMA0dUHr51SBVl5Uv9kCo86LwoyylY7BfRZrwTxqmIVi0T3nC7ttHHG99OcTD%2F4R6kgrnEFVEsOxP1RF8BaZSVHeAsSb0yIMTlWcyfrEmRKsBLNvPhLM95%2BpvATwrSwuGveniFGrSZ0LgMAwF8UYJszyVLB4hCErTvYyYTYx6n8lAOLLEqD%2ByAQ%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=AVxigLJWItpf6JEyO4D5iOQ1uI%2F%2B2SJp%2BF4dMO1oP8EPPUs9rQCBNUaE2i1SDKeINAI8z5N6x1mx5Oa7mUHaxs1FiNYUhNYd5%2Fp8co8X6jtIfTKtMN9SUQszjKiP708zeri22TDpPWvTctx0GYiWk9RJTnABBJoA9ZU1GDONrAFZZRaZQAHji%2B5yNCiDCw%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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

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[ 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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLIT%2BS87q0XFDZ4I73M7bnWWKvnBfLSxh4O4J4LRSS%2FpFs16PsrQFgBr4O1uizkBSAhbvsCZF3XUhDUXC76ZPq9gYncGlI7FdYFHR4sZ3zRVs5AbeFlNPm3nkutHUBE3O%2FW55FxmsFM%2FMQ3qK3US%2BnfqfwTD%2BM%2B2V6qzwYewJX%2F7&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=AVxigLKWIZNbAlArJz4%2FEKGLgdTzSgsdv4MMCJn%2ByFBQKITu0OIi%2B43jOjYk%2B4ke%2Fiua%2B2wd5Pu4BtpcISk1s982XCUtk1gGou4MBURi7OhPgWVAuCdro5n%2FcRMKPA2KDqQtyTm0udyb3U0erakMzNsXGY4wLVUHp3DfF5qFqJqhZAIkdw%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

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# Low-Code vs No-Code: Understanding the Key Differences

 Jared Oken, 03 July 2025

Low-Code vs No-Code: A Guide to the Key Differences | Rayven

19:25

In today’s fast-paced digital landscape, businesses are turning to [**low-code**](https://www.rayven.io/) and **no-code** platforms to build applications faster and more efficiently.

Both approaches promise to reduce traditional hand-coding and empower new groups of users to create software. But what exactly sets low-code and no-code -and the different [types of low-code platforms](https://www.rayven.io/blog/low-code-platform-types), and no-code ones, to boot! -  apart?

## What is Low-Code?

**Low-code** is a software development approach that minimises hand-coding by providing visual tools and pre-built components. In a low-code platform, developers and tech-savvy users can design applications through drag-and-drop interfaces, guided workflows, and ready-made modules – then add code only where needed. This means you still have the flexibility to write custom logic or integrations, but much of the heavy lifting is handled by the platform’s automation.

Low-code is often geared towards professional developers or power users. It accelerates the development process by handling common, repetitive coding tasks in the background. For example, a low-code application builder might generate the underlying database queries or UI layout code for you, so you can focus on high-level functionality. Because of this, [low-code platforms](https://www.rayven.io/) are ideal for building more complex or enterprise-grade applications relatively quickly. They strike a balance: offering speed and simplicity while retaining the option to customise deep down (often via scripting or extending with standard programming languages).

**Common traits of low-code platforms include:**

- Visual IDEs (Integrated Development Environments) with **drag-and-drop** components for UI and workflows
- **Pre-configured logic** and templates (for forms, data models, etc.) to start projects quickly
- Ability to **extend with code** - e.g. inserting custom code snippets, using APIs, or writing scripts for advanced functionality
- Targeted towards developers or IT professionals who want to build applications faster without reinventing the wheel

The [Rayven Platform](https://www.rayven.io/rayven-full-stack-platform) is a great example of low-code in action. It provides an array of visual building tools and automations yet allows developers to inject custom code (HTML, JavaScript, API calls, etc.) whenever needed for ultimate flexibility. In short, low-code means “mostly no code, unless you need it.”**

**

## What is No-Code?

**No-code** is a development approach that allows users to build software *without writing any code at all*. No-code platforms achieve this by offering fully intuitive, point-and-click interfaces and **pre-built modules** for every aspect of an application. Users can assemble workflows, design screens, and define business rules using natural language or visual configuration, and the platform’s engine generates all the code behind the scenes.

No-code tools are generally aimed at **non-technical users or “citizen developers.”** They enable business analysts, department managers, and other subject-matter experts to create the applications they need without waiting on scarce development resources. For example, a marketing manager could use a no-code app builder to create a custom CRM dashboard or an automated email workflow, all through menu selections and drag-and-drop – never having to learn a programming language.

Key characteristics of no-code platforms include:

- **100% visual design:** everything from data fields to logic is configured via forms, wizards, and drag-and-drop, with no coding required
- **Pre-built integrations and templates:** common use-case templates (like expense trackers, project management boards, simple CRMs) are often available so users can start from a blueprint
- **Restricted extensibility:** the platform handles all functionality internally, so users are limited to the features and integrations the no-code tool provides (you typically *cannot* add custom code)
- Designed for **maximum ease-of-use**, empowering people with zero coding experience to solve their own problems

Because no-code solutions remove coding entirely, they are fantastic for quick wins and simple applications. A wide range of business apps – such as basic [workflow automation](https://www.rayven.io/workflow-automation-software), form-based apps, data dashboards, and simple mobile apps – can be launched rapidly by non-engineers using no-code platforms.

The trade-off is that no-code apps are bounded by the platform’s capabilities. If you need something highly custom or the no-code tool doesn’t support a particular integration, you might hit a wall. In those cases, the project may need to be handed over to developers or moved to a low-code/full-code environment down the line.

## Low-Code vs No-Code: Key Differences.

Low-code and no-code approaches share the common goal of faster, more accessible development, but there are important differences in who uses them and what they can accomplish.

Here are the key differences between low-code and no-code:

- **Technical Skill Required:** Low-code platforms assume *some* coding or technical understanding. A developer or technically oriented user will excel with low-code, using it to speed up development while still having the option to script custom parts. No-code platforms, by contrast, require little to no technical background – anyone who can use a spreadsheet or presentation software can often build a no-code app. This makes no-code ideal for business users or domain experts to self-serve their needs, whereas low-code is often used by IT teams or programmers to be more productive.
- **Flexibility & Customisation:** With low-code, you can always drop down to a code level if needed. There’s an “outlet” for customisation – whether through a built-in coding window, the ability to add custom modules, or full access to APIs. This means low-code platforms can handle complex logic or unique requirements by writing a bit of code at the critical points. No-code offers **zero coding**, which also means zero custom coding. You’re limited to the features and building blocks the platform provides. If a no-code tool doesn’t have a component for what you want, you might not be able to implement that feature at all without switching platforms. In short, **low-code is extensible; no-code is closed** (proprietary components only).
- **Target Users & Use Cases:** Low-code is typically aimed at professional developers, software engineers, or technically proficient “power users” who want to accelerate development. It shines in building more **complex, integrated, or mission-critical applications** - for example, an enterprise workflow app that ties into multiple systems, or a customer-facing web portal with custom business logic. No-code is aimed at a broader audience including non-developers. It’s best for **simpler applications or departmental solutions** that address a specific need (like building a simple inventory tracker, an internal reporting dashboard, or automating a basic workflow in HR or finance). If your use case is straightforward and well-covered by the platform’s features, no-code can deliver a solution extremely fast. But if you need a highly bespoke solution or one that must scale enterprise-wide, low-code is usually more appropriate.
- **Integration Capabilities:** Low-code platforms generally offer more robust ways to connect with other systems. They often include APIs, web services integration, and databases connectivity out-of-the-box – plus the ability for a developer to write custom integration code if needed. For instance, Rayven’s [low-code platform](https://www.rayven.io/) comes hundreds of pre-built [connectors](https://www.rayven.io/software-integration) to popular software systems, databases, and even industrial devices, and offers full API support for bespoke integrations. No-code platforms also provide integrations (often through pre-built connectors or third-party services), but you are limited to what the no-code vendor has provided. If a no-code tool doesn’t support a system you use, you might not be able to connect to it. Low-code’s flexibility means if an integration isn’t already available, a developer can create one within the platform. This makes low-code better suited for complex integration scenarios, while no-code handles standard integrations well but might struggle beyond that.
- **Governance & Control:** Because low-code is often used by IT and falls under software development practices, it can be easier to govern in terms of security, compliance, and maintainability. The IT team can enforce standards on low-code apps, review code where it’s added, and manage deployments in a controlled way. No-code empowers non-IT staff to build apps, which is great for agility, but it can lead to **“shadow IT”** if not managed – meaning business users might create apps outside the purview of the IT department, potentially introducing security or data consistency issues. Additionally, with no-code platforms, your organisation is heavily reliant on that vendor for updates and fixes (since you can’t tweak the code yourself). Low-code still has some reliance on the vendor’s platform, but the ability to add custom code or export code (in some platforms) gives IT more control over the application’s behaviour and lifespan.
- **Speed of Development:** Both low-code and no-code significantly speed up development compared to traditional coding. In general, no-code can enable the fastest initial build – a non-developer can often drag-and-drop a working app in hours. Low-code might require a bit more time or technical setup for complex apps, but it still reduces development cycles from months to days or weeks, because much of the boilerplate coding is eliminated. The difference is that low-code’s speed applies even to fairly complex projects (since a developer can quickly integrate systems and add custom logic within the low-code framework). No-code is lightning-fast for *simple* projects, but as complexity grows, development speed may taper off if the tool isn’t designed to handle that complexity. In practice, both approaches drastically cut development time; the best choice depends on the complexity of what you’re building.

In summary, **no-code is about maximum simplicity and accessibility**, whereas **low-code is about balance between speed and power**. Low-code allows some coding for greater capability, and no-code focuses on eliminating coding entirely for simplicity. They are not mutually exclusive – in fact, they can complement each other in an organisation, as we’ll discuss next.

## Blending Approaches: Low-Code with No-Code Features.

Rather than an either/or choice, many modern platforms combine elements of both low-code and no-code. The lines between the two are increasingly blurred. A low-code platform might offer a no-code mode for business users, and a no-code platform might add optional low-code “pro” settings for developers. Choosing a solution that blends no-code ease with low-code flexibility can give you the best of both worlds.

Many platforms take a hybrid approach (like Rayven). Hybrid platform provide the freedom to code when needed, but it also includes a suite of no-code features that speed up development and empower non-developers - all without compromising on control or extensibility. Some of the no-code capabilities include:

- **Pre-built software connectors:** Instantly integrate with popular SaaS applications, databases, industrial IoT devices via ready-made connectors (no need to write integration code).
- **Data visualizations and dashboards:** Use drag-and-drop editors to create real-time dashboards, reports, and analytics visuals. Non-technical users can configure charts and KPIs via a WYSIWYG interface, while developers can further customise or embed advanced components as needed.
- **“Prompt-to-build” AI assistance:** [GenAI](https://www.rayven.io/genai) features let you describe what you want to build in plain English, and the platform will suggest or even auto-create the required workflows or code snippets<https://www.rayven.io/low-code-app-development#:~:text=Rayven%20stands%20out%20for%20its,build%20capabilities>. This AI-assisted development can dramatically accelerate the build process for both coders and non-coders.
- **Template library:** You have access to templates and solution accelerators for common applications (e.g. monitoring dashboards, IoT asset tracking solutions, CRM integrations, etc.). You can start with a working example and then tweak it to your needs, instead of starting from a blank slate.
- **Visual workflow and UI builders:** [workflow automation toolkits](https://www.rayven.io/workflow-automation-software) build complex logic and automations with a drag-and-drop interface<https://www.rayven.io/workflow-automation-software#:~:text=Integrate%20systems%2C%20upload%20files%2C%20connect,databases%20%2B%20more>. Similarly, forms and user interfaces can be created with a visual editor. This means even non-developers can orchestrate sophisticated processes in a no-code fashion. Meanwhile, developers still have the option to insert custom code blocks or advanced logic where necessary, ensuring no limits on what can be achieved.

By incorporating these no-code features, a [low-code platforms](https://www.rayven.io/) enable collaboration between business users and developers on the *same* platform. For instance, a business analyst might use the visual tools to set up a workflow and basic UI, and then a developer can step in to refine it, add custom integrations, or enhance performance – all within the same environment.

The result is a faster development cycle without the “app clashing” or migration that can happen if you build a prototype in a simple no-code tool and later have to rebuild it from scratch in code. **Everything is done in one unified platform.

**

## Which Should You Choose?

When deciding between low-code vs no-code (or determining how to mix them), consider your project requirements, team’s skillset, and long-term needs. Here are a few guidelines to help you choose:

- **Choose No-Code** if you need a very quick, simple solution and you lack developer resources. For departmental apps that are relatively standard (like form submissions, basic data tracking, simple automations), a pure no-code platform can enable non-tech staff to deploy solutions on their own. This is great for empowering teams and eliminating IT backlogs for straightforward tasks. Just be mindful of the limitations – if you suspect the app will need heavy customisation, complex logic, or integration beyond what the no-code tool offers, it might only be a short-term fix.
- **Choose Low-Code** if you have access to some development expertise or you’re aiming to build more complex, scalable applications. Low-code is suited for enterprise scenarios, multi-system integrations, and cases where you need to maintain robust control over the app’s functionality and performance. It still dramatically accelerates development (compared to traditional coding) but ensures you won’t be boxed in by the tool – you can always extend or customise as requirements evolve. Low-code platforms are also preferable when governance, security, and scalability are top concerns, because they often align better with IT policies and offer more fine-grained control.
- **Adopt a Combined Approach** for maximum flexibility. In many organisations, the answer isn’t one or the other, but a combination. This could mean using a [low-code platform](https://www.rayven.io/) that has no-code features, so both developers and business users can collaborate. Or it might mean allowing business units to prototype in no-code tools, then having developers take over in low-code for production. The combined approach lets you rapidly innovate (thanks to no-code ease of use) while ensuring longevity and adaptability of your solutions (thanks to low-code’s extensibility). Platforms like Rayven make this possible by providing an environment where non-developers can contribute using no-code tools, and developers can fine-tune and extend the solution – all in one place<https://www.rayven.io/low-code-app-development#:~:text=Rayven%20stands%20out%20for%20its,build%20capabilities>.

Ultimately, understanding the key differences between low-code and no-code helps you apply the right approach to the right project. If you require speed and simplicity and your needs are modest, no-code might be the perfect fit. If you need greater control, the ability to handle complexity, and want to build scalable applications, low-code is likely the better choice. And if you don’t want to compromise, consider a platform that offers a blend of both.

Low-code and no-code are both about empowerment – giving people the tools to solve problems and build software without the traditional friction. By choosing the approach that matches your scenario (or a platform that covers both), you can accelerate innovation in your business while maintaining the necessary oversight. With solutions like Rayven, you don’t actually have to choose one or the other: you can leverage no-code speed **within** a low-code, highly flexible framework. This means faster results now, and peace of mind that your applications can evolve and grow without hitting a dead end. That is the true power of understanding low-code vs no-code – not just knowing the differences, but using them to your advantage.

Rayven is a low-code platform built for developers and IT teams - but with the smart no-code features that help everyone move faster. From prebuilt connectors and real-time dashboards to AI-powered “prompt-to-build” capabilities, Rayven gives you everything you need to accelerate delivery without giving up control.

Unlike restrictive no-code tools or bloated enterprise builders, Rayven offers a flexible, full-stack environment. Ready to see what your team can build - faster, smarter, and without limits?

[Start your free trial](https://www.rayven.io/free-trial)

[Book a live demo](https://www.rayven.io/book-demo) to explore Rayven’s capabilities with our team

 

>  

## FAQ: Low-Code vs No-Code – Common Questions Answered.

### What is the difference between low-code and no-code?

The key difference between low-code and no-code is who they're designed for. Low-code platforms allow developers to build applications visually but still include code where needed. No-code platforms require no programming and are designed for business users to build apps using only visual tools.

### Who should use low-code vs no-code platforms?

[Low-code platforms](https://www.rayven.io/) are best for IT teams and developers building scalable, integrated, or complex applications. No-code platforms suit non-technical users creating simple tools like forms, dashboards, or workflows without coding.

### Is Rayven a low-code or no-code platform?

Rayven is a low-code platform built for developers and IT professionals. It includes optional no-code features—like drag-and-drop UI builders, templates, and prebuilt connectors—to accelerate delivery without losing flexibility or control.

### Can no-code platforms handle enterprise-level applications?

Most no-code platforms are not ideal for enterprise-scale development. They typically lack the extensibility, security, and integration depth required by IT teams. Enterprise-grade applications are better built on flexible low-code platforms.

### Why combine low-code and no-code approaches?

Combining low-code and no-code allows developers to build faster using templates and visual tools, while still adding custom code for complex logic or integrations. This hybrid approach increases agility without compromising technical quality.

 

#### Tags

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### Explore further related content:

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Blogs

## [What Is a Low Code Platform? A Guide for Developers + IT Teams](https://www.rayven.io/blog/what-is-a-low-code-platform)

 Low-code platforms are taking the software development world by storm – and not just as a buzzword. If you’re a developer, IT professional, or systems architect,...[Read More](https://www.rayven.io/blog/what-is-a-low-code-platform)

<https://www.rayven.io/blog/low-code-platforms>

Blogs

## [Low-Code Platforms for Developers + IT: Trends, Benefits + Challenges](https://www.rayven.io/blog/low-code-platforms)

 In recent years, low-code platform solutions have emerged as a key strategy to meet the exploding demand for business software. IT departments face a relentless...[Read More](https://www.rayven.io/blog/low-code-platforms)

<https://www.rayven.io/blog/low-code-workflow-automation-streamlining-processes-without-overheads>

Blogs

## [Low-Code Workflow Automation: Streamline Business Processes Without Heavy Coding](https://www.rayven.io/blog/low-code-workflow-automation-streamlining-processes-without-overheads)

 In every organisation, there are countless workflows and processes - from approval cycles and employee onboarding to ticket handling and report generation.[Read More](https://www.rayven.io/blog/low-code-workflow-automation-streamlining-processes-without-overheads)

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