---
title: Certify Expense Integration | Connect to ERP + AI | Rayven
description: "Connect Certify Expense to ERP, accounting + AI in real-time. T&E + invoice + AutoFill OCR. Rayven: 1,228+ connectors, 2-12 weeks to live."
image: https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Website%20Images/Rayven%20Social/Base-Image.webp
---

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

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

 Solutions

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

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

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

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

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

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

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

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

**Custom AI + Agents**

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

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

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

**Custom Applications**

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

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

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

**Integrations**

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

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

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

**Unified Data Platforms**

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

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

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

**Automations**

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

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

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

**IoT Solutions**

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

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

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

    Rayven MCP

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

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

    AI Data Fabric

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

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

    AI Agents

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

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

    Private LLM

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

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

Field Applications

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2FOitmJyo%2F2IGJcCLUvVfvymxvoV2dsk7%2B7xMG7lLlS4V%2BH%2BAIOn5PnoX7LhSvNylrvDsCCMOq7SAymEd5FigzZVTeWSCGbz%2FAGOi1v2ex%2F3Hr%2B33U%2BMIOdJwZbX%2FpjpRYVQ%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

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

**Platform Overview**

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

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

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

**Integration Layer**

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

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

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

**Data Layer**

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

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

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

**Execution Layer**

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

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

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

**Presentation / UI Layer**

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

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

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

**Security, Governance + Hosting**

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

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

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

File Uploads

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

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

AI Connectors

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

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

IT / OT Connectors

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

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

Custom Integrations

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

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

API Endpoints

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

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

IoT Devices + Protocols

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

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

Forms + Manual Input

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

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

Streaming Data

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

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

Real-Time Data Processing

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

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

Unified Data Tables

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

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

Data Management

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

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

Data Transformation

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

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

File Parsing

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

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

Calculation + Aggregation

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

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

AI Models + Training

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

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

Data Storage

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

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

Workflows + Triggers

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

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

Control + Automation

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

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

Predictive AI / ML

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

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

Gen AI + AI Agents

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

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

Approvals + Exceptions

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

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

Rayven MCP

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

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

Dashboards + Visualizations

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

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

Widgets + UI Components

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

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

Notifications + Alerts

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

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

Dynamic Reports

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

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

Custom Form Builder

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

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

Screen Flows + Hierarchies

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

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

HTML + JavaScript

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

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

QR Code Generator

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

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

Conversational Analytics

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

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

Hosting + Management

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

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

White Labelling

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

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

Deployment + Architecture

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

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

Users, Roles + Access

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

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

Usage + Metrics

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

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

Enterprise Security

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

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

Governance + Controls

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

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

Audit Trails + Logs

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

[![We deliver custom solutions that fit your business and industry better, fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-183790017847.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLL%2FOitmJyo%2F2IGJcCLUvVfvymxvoV2dsk7%2B7xMG7lLlS4V%2BH%2BAIOn5PnoX7LhSvNylrvDsCCMOq7SAymEd5FigzZVTeWSCGbz%2FAGOi1v2ex%2F3Hr%2B33U%2BMIOdJwZbX%2FpjpRYVQ%3D%3D&webInteractiveContentId=183790017847&portalId=8302174)

Sectors

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

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

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

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

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

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

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

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

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

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

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

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

 

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

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

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

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

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

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

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

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

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

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

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

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

Job Roles

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

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

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

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

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

[![ACCOUNTANCY SERVICES](https://no-cache.hubspot.com/cta/default/8302174/interactive-212189506726.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKoeCV9pYGBgcLCKjyVp0tmffkEX4I3Nd3bf3cRnYfsUhz1bXZAQOk8shY4P%2BcpH0N8YL7addJpcnQkqB9himP7Z7FhCn76ft2S0IW92Qk7V5idV%2BV6Ui4GJgrSS3bOMNhEFsBQUOmRRhKnP%2FdWp40RzqEgxcMqepkWP4%2F2wybXWd1liiF3aNuyFqgR4qfhSZt%2BAf%2BKjfsxw%2F4MidIB3g%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=AVxigLKG2Y6nBNfP5f0UVzg5%2FOv%2B%2BVqgwP6GWSNkcffIOL%2B952Mn6lOfqRFNQoPu6LPL5WjjdSfXAW9aFMzLyVRnXyIBfyqls1vW3IWzpMk9V4Y75EcOAEY%2B%2F3NEsem74PzP8BfEgwkKSPg%2BWluJ6wHTPsVwSMr5RoXTBAuJlI8Ss3yn9ZPbCwO9w3%2FxOknVuJtv7GwdwWYI0r7hxA%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=AVxigLJdetU%2FtszQDT%2F3jEzRn%2BtcdUTosjQlybSiTwt9o2Ki6fM4Qkda1xzaTey2HzqB4Yi0s3M%2FuSaLG18oOhfes6sl1wuIPytiiOf5TyCKJ5UaBc8zGuUXd2v2KPDd6aBi%2FQej0xaMP9CZ9R5mklX27i5%2B7UybNzZmXAr4shQluE0nuDXV%2BF3TkWW5R5hrxgd3HyBeoozcmpOrLg%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=AVxigLKKXFNaiizqnyaXTSOXP%2BUGPGJ86C2Gc63ftqGOoaT%2BwY%2BAproh3Ioqrw3DZ4xhhVtwwNMXdFk2Ev0EWZleRwiIo9fzH9K6d1Yiej%2BEahbv76RwX9m%2BhlmSopW%2FJetxDtUySk5rka5vbo4dp2clQjiwJq0H4xRJdLn7YS0xvIxGuPTSiaAexudB0iVpSUG0BDyiYs4ev2mag0%2F5R3bJhQI%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=AVxigLIpgQXgCGpec7aITiiZODpStzqLM%2FVKyOeYKMjLbaZF7K3NaOu7DrzooasLXM6S94Z0FNInlDjSkD8hYNCTLNvNQi93ZpFihhmqL%2B0WnhWiB1JfJ%2BL3G8f01qY7po9GO%2FDNi2PerL5BBWBLQiW%2FHWFS6dOSzu0skN94ItImIEZOYLJAUUiKb98EG8KjSp4YNtf4u6JGesRG5QNXwNk%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=AVxigLKp6j83fmtsQaGz7H3hd5piH1n4nyY4fpG2iaxn%2FKgmE3W%2FIlR0PDnUfu0NXDQkkktGn78oIIJ2bc8JjJ%2F7Sd37hKWw21HRH8wTjBzQPK98Tn7sx5bM9sUyOmfpefYjdAi5nNpUQXP30oEpAomAVuUUs1g5CoQFleRqSCpMBByET61WD1btBJTrmo3%2B4kp2QkBSu0Ps%2BBLElVIrylCyxFycig%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=AVxigLIaw723K8HnJnMl5ZVl0sItVvlYtFbx7JLGGZfio2QvrSzZ%2BcZnaTvM%2BFqul1l4NzQoE9CUfyini5e%2FAD35LTnUS0h5ztPjrOTQdaYqLcKIDYGmsg6npCqEPySYanTR83PXeBHN0caWsZiux0%2BUWvjkNyyhnJo02awxK2QYqE0XZwh6OiTLXnxSrl208SJEHXu6NbGwMA%2Bfuno9BIynyCC5Tbo%3D&webInteractiveContentId=185830583197&portalId=8302174)

[![FACILITY + SITE MANAGEMENT](https://no-cache.hubspot.com/cta/default/8302174/interactive-185830583348.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLJB8VbRnBZ7UNmm1YnP6NNhpx1Dxld9SSTbi0z669ATh4v%2BejzwX7smIfPR%2FCY6NMX6y25jH%2FgRBwfMcxVBesfelBqRUPK0Kx1oNTlRD1MbxG%2Fn%2Fl3y6p9pAfy4jSQi2lAb2RWzj8xovmN96cYHIxFIkmJXlY6JV5AWKEkqeY8sXQkvPZomLZLySNpjaqgWS23c0I33rpbN3oeVN0TdNUE%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=AVxigLLQEIwteeVnzMyLeeaFMUzw321E9gwNfHhfP8PhAIMeAWsbRgUh1E%2Bj4CFbCin%2BoS%2Fo8b51tTdN9ORcCVsVMdP4qRk8F7GRNc6GuF3egHMcIPW1fbX1p7zCK1%2B4%2B4jKpY5KQu44O%2BOo5tpKK7KVM6axpy%2F1nv3GdOKiwDbcK7DKAdEwsSSBkabmPjkwI1Gnkqv8aWJmHafArlw475ZSRQ%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=AVxigLLoXdlMgyaM96Lki9a5Jv1oQrsq%2Fre8anS82%2BFL7dmICN%2FlkW7wQLTpv%2FbWIi%2Bfa%2Fb6H4Geku%2BsWYGD5jkLY%2BaaaNE%2F2II2y9STsjbVmgEUSwLSmmElwF0jXq2XredQfaeh4HNjRfxvTHzNTg7x%2BoTB%2F0kN3BN5lq2%2FuStsLeXyk3Txk7BadBuz3W60KgPvTUf%2BntVNj%2F4tz7C0JfjYfrfYrZQ4YZI6wR8D5kg7FobSFQ%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=AVxigLLXk7zYzWoQi5NJQnOeVmCqdzjQT87iuKDrabusBdpd%2FCr56SpGeM3rrSar9ilphiCFPBQ7aZWlfMoyQoYEAu1P6pUgW0a3O57hUEQ3R5JMxotVv6EiXe9U7IKTpXRLNY3DGKFHhNkQ%2FpP1y59pCLffpp4i1Eoc1xJiycfnESZL%2FVHKBSxuV3oSOXhCXnrGo1P%2BZteBpk20I4Y1t4G8MwuF&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=AVxigLIB2FK%2BjoEfptr9jwk6f4HpiYi%2FmOwmJZ7hgqT7R%2FlYKI2c823hAU9%2F2GqDu5f%2FHoo%2F8XrkkS443gPKVxt28Q7MxL%2FdDTG7kY1qz6tzRnAMC5s%2FGB4QcNTiWoDotCIuwenEQ555guieQtQflt1EKndcOuC9LVHMk5X%2FkXUDSwuz0uOokhz0EU%2B8IEZG1XUk1Bl9bYPdU2rjzy9lo1urEnjoww%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=AVxigLIN%2BZTACHseTXQPalEYCD0T6HG9wjMsuk%2FVh7vCTkeErJHgTCkydC%2Fpa%2BroG%2FOcx4PKNiUF63ytT8R4zo6t8MLlGbhdPEf2u13e1aK%2FxFfgjdQU79i0RYMvPBu1VclgZWxjcc2E6oKwMXdE040UXoJLIbMpcgn05KwGgcIX%2Beb2jcBo2D%2F25saukfIt2d%2F9lxtuSp%2BacRWo1NEXmh21ZOcMOc2T0pw%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=AVxigLIBOO8JtvbGqhH3qVmlzi%2BvVJJ5LVSVi5Pe0C06uYOLcOQv4aPvuX%2BBPZ9by2bmnFpmW0fNEuqyFdnSSaaDhzpRryyRb7t%2BJM8g41NF3SwumdxJO7JU03TCiyBHa%2FpKBLRRaBcvfrDNqZablb0dBYqg2bfQHgvgIOqSgH5hMByetDp3ecqHMp2K0CnNPwKPw5%2F33qLN7e8KZiOH6b55%2BP8%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=AVxigLLOamoslpLT69VOGsDMKJwiX16rLc8FJ0KYvOG25hThSBqYAcxHxFHV3g4fZH3f9BmNjDzBYnRJMyNMpXFVO7R%2BpvmdI4JK6Dy4Y%2F7%2FFE1XXQ%2BkYIZ%2Fpk7JPfppE5hNIU88fiIVmky7BLEAtxFjUSkDqb5FuIrbw4UD%2FcHI3t2hK5zbQAdeojch%2FXOp5uWTLXrCwl1I4CvGxFE%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=AVxigLKjYLotG84tlsLeB09u3igCCw8QJGIMiz%2FCkg6hXlpsl15ohJOfJ8yrfiJ3L2l2Monyp7lnE0RnBuHY%2Fnkseqk6UGE9hvVunKF4UNGEJy8ZVpPX68Ikm3Mm1Z4aN8nDalbjdQdf5MrfgFI%2BzF3db2E4WW8jGWPW4LH2rMvuz%2Fx1%2FAURJXidtFObgXaAcCiJuqjqdQ%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=AVxigLK%2FtDpBul3vIyRRCOp2pXScUr%2FcqaX%2Fs91l7e2rwdWor0eO%2Fsov%2Fg3AJ%2FfVLQDc8ld9BBT5Hlg4uXEzhR%2B%2FhMjhhrO2h0M3bQaO0t87qKwHfEqRNySPDlpIsGcTPhVoRHn%2FLRvQhgC7FMyu5SRm4CkRZfyIXolkkIxD0FMqCeleamhvnKCvK7ET3bbgyuuybNwj&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=AVxigLJAP77Z2Rkz7c6NunrRPN29mcOM1a%2F%2BTqcQmAM3g8zmCJFZV2RlcHepIGqU5CYAs%2BbP1VUlJhMTTgWLZPsYZvrDdXZF1%2BnfqDpWRQyYnfjAQFCB52YRSgoCerNYk%2BicajIfPftPAXG4URi3eQvXvbe0TSjn4TxhkmAGRq39Tbo8ZFNDsfZqdFQB9hSaW1Q6jsqTcrLhBw2F1A%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=AVxigLJLdPOUtQvCcfgmupr8%2B4F1k7VPhB4UkKtPaOSfVbS5ut2O9He8fc9o2n46b%2F7J054v5cX%2BjeaTmYA3opnopqXdcy%2FFhizcDt3%2BuoX9HIakJ82KFv8paFbk9Ml9Sdh0fpNBGeOienpioc74vC63xiMUf3NEZuUaPIF4%2FSvxpbDc6R8UeOZBghzI%2BMBzEFZYTLZHBtT6SQsNJK8r2cvz389NaM1GGUY%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=AVxigLLt%2Fi4AT%2FVJWOfr6cayhbnyBSAFST7xD1mWht8ecU58l3FI3%2BqA24w0nwps2mHkFSSHhKAHTnwOM7JwWyeb2d6s4z797HbHXn4Fspd87nOoNfB4Gl4LBcTnj2ruSM2jSKgw6YYgru%2F5%2BXdoDZwKQdgOsnewGJntLoEBLivhgvBbQtBC0Tx5oDtjrHSwS4WRa8BTHMZPrBi6u%2FbFi4iAMpsLE%2BGuj34sNrQ%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=AVxigLItNivnwagV3JSFti2PLaHYhzPu7rS49psJNxfDeceIPFhVyt2acENLek%2Fc6xveIFN3MhK9Xh4fW5zDEFDnTrnYEWq36S5QGlzThXRKM7bvK7qCAXvBRU7twWG0z9ChPbY%2BgSC7hOrCX0JT0%2BkVvkhk5sd95wpTy%2FOfy4EZyOkYRYLSoowfJj1dzxHI8T%2B8f2fNZimEkoScdIs1%2FtHzFVfrgaYzoSQ%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=AVxigLJAP77Z2Rkz7c6NunrRPN29mcOM1a%2F%2BTqcQmAM3g8zmCJFZV2RlcHepIGqU5CYAs%2BbP1VUlJhMTTgWLZPsYZvrDdXZF1%2BnfqDpWRQyYnfjAQFCB52YRSgoCerNYk%2BicajIfPftPAXG4URi3eQvXvbe0TSjn4TxhkmAGRq39Tbo8ZFNDsfZqdFQB9hSaW1Q6jsqTcrLhBw2F1A%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=AVxigLIcAv7Kvn6f1kaYtrKoujr4fcQbd6scrmf3pa7SKmheodFyzumrT6dT8zFOCQfyk33qyjv7W9AMVzts73Od%2FK8iX1EmWH0UJbuLsYyicnQvQ%2Bkg6R%2BwrSzoUpPhhWbknSrxSi8blUu6Apiife86%2BxlQoY%2BBfbCJceQyEqBXgYOyAkI%2Fx02UXPf6QXGncb8kefPuPPDWgtJ3J0jnDaI%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=AVxigLJuJRAjw96fxRe%2BRIOQWF19bBmebZkEcok%2FBRvAKqxtnXuim9%2FG8Or%2BLMfNfSzoitel%2BQqlYfQYvSRj2sD%2BEkDvhB3zQ18ByT0rn1d0YHcNI5OGEN9QSaLHuCCSOWGMxRXRc%2F0F4roNSjTpQF9m4s%2BIDGeZaWWjCcrwQvFyn0i4MQ%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=AVxigLL4yb8T2L1Vdzrc0FHUqYP57IEqCVL6UkLNKrDbqB0RPQltiP8qb9HozNVawZ%2FZKOqTHCg38mfLeBREf6dpHpoJdcJgfTElUnNyC4bWqYRbTKlqNNiymdCIUjn2q966RCoA7Bg000BuBig9RKVAJB%2BmRxec3g%2F4c7fbkqBXn0t8ylwXpX0N9nwkQnuUcQ%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=AVxigLKvNLzu3a7w0lNTTmUkgtKVstRZYjCH7Xg9ZY3k3Bd8Kg8TlYHUSIJJpjC6VCHLdQIyiI8qRbP4w6EzIFHmXOv6%2FpVc9GDlIUw5wrTH3DAuUfp44U%2FvLJaNRdep%2FtNSAG1kNHwZxwnuJ4uArBxQGUOUr7m%2BxB7sSpDXEibD&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=AVxigLJVM0CfRtoSINso9Dd%2BverkkJWR1v1EdD%2Fd1jHDvqZppL27ICxmweDg0EIIqgPwN9yl60r90VUcwS1RDbLXAs%2BeITU5dXiRdAN%2BVpIS%2B9y%2FrQnFs19qxjHa15fQzVYtouttdLIT8MwEZW%2BHq7aNbkQREpf991EbWIzjC1FgUdhtkxGOyITUIZ6iaQ%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=AVxigLJaCzhfK9paT5a2A7hAEQOsceRtQVrD9G4pncEkU9OB%2BFHF18nKu5QoksC7Bp5HCfaDoi%2FykFLVaRK1iRMl5A04nvsbA03hPAAP%2FSP7rW2Z8pco1z1Iiecywqiwybog9zRP2UTqFbgJ40NMJ3FI%2BcxhahCMrv8mXOSrJambcItOHYV4j%2BthzfuoSeinFTVZ7aM%2FcMVWag%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=AVxigLJJEwiBOLDdv0Qr3SVONHWBDaCVIa3GrLDO8v9BtM37e2qInQn4jVITVcSMcJbXx5o2YlLIzAq565xvESIc8VvGXGZO560w5DtJiQwHs%2FYhXqdhQ7RCl1r6bHVh7JLJ%2BjJvzwElOZIO2T85A%2BIdB9Kf6OPrV1It%2F%2BLBn%2FETZYVqwsAFmzfopZO0rg%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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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We Partner With

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

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

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

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

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Library

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Our Company

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

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

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[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&webInteractiveContentId=185823046841&portalId=8302174)

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLItwPBAG2R3E8B3fFHX778eF0rtgHP8BJIdDx8RdTmd1TiF5OWdy0OpvJ2j0FrMl%2B9YBSIsB1Cs89sokMyG2LKO3iuVbBtS1hG2mFGbVz7vQ8Zbccx5J5wrX1CrX0EQNyuiEir6TYTsEKRG5CvHbRkKyfNo4f6Os%2Bswk%2F0sJEFzzMg%2FaAaWC%2BpL%2BfPH08oZaw%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=AVxigLL%2FOitmJyo%2F2IGJcCLUvVfvymxvoV2dsk7%2B7xMG7lLlS4V%2BH%2BAIOn5PnoX7LhSvNylrvDsCCMOq7SAymEd5FigzZVTeWSCGbz%2FAGOi1v2ex%2F3Hr%2B33U%2BMIOdJwZbX%2FpjpRYVQ%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=AVxigLL%2FOitmJyo%2F2IGJcCLUvVfvymxvoV2dsk7%2B7xMG7lLlS4V%2BH%2BAIOn5PnoX7LhSvNylrvDsCCMOq7SAymEd5FigzZVTeWSCGbz%2FAGOi1v2ex%2F3Hr%2B33U%2BMIOdJwZbX%2FpjpRYVQ%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=AVxigLKoeCV9pYGBgcLCKjyVp0tmffkEX4I3Nd3bf3cRnYfsUhz1bXZAQOk8shY4P%2BcpH0N8YL7addJpcnQkqB9himP7Z7FhCn76ft2S0IW92Qk7V5idV%2BV6Ui4GJgrSS3bOMNhEFsBQUOmRRhKnP%2FdWp40RzqEgxcMqepkWP4%2F2wybXWd1liiF3aNuyFqgR4qfhSZt%2BAf%2BKjfsxw%2F4MidIB3g%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=AVxigLKG2Y6nBNfP5f0UVzg5%2FOv%2B%2BVqgwP6GWSNkcffIOL%2B952Mn6lOfqRFNQoPu6LPL5WjjdSfXAW9aFMzLyVRnXyIBfyqls1vW3IWzpMk9V4Y75EcOAEY%2B%2F3NEsem74PzP8BfEgwkKSPg%2BWluJ6wHTPsVwSMr5RoXTBAuJlI8Ss3yn9ZPbCwO9w3%2FxOknVuJtv7GwdwWYI0r7hxA%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=AVxigLJdetU%2FtszQDT%2F3jEzRn%2BtcdUTosjQlybSiTwt9o2Ki6fM4Qkda1xzaTey2HzqB4Yi0s3M%2FuSaLG18oOhfes6sl1wuIPytiiOf5TyCKJ5UaBc8zGuUXd2v2KPDd6aBi%2FQej0xaMP9CZ9R5mklX27i5%2B7UybNzZmXAr4shQluE0nuDXV%2BF3TkWW5R5hrxgd3HyBeoozcmpOrLg%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=AVxigLKKXFNaiizqnyaXTSOXP%2BUGPGJ86C2Gc63ftqGOoaT%2BwY%2BAproh3Ioqrw3DZ4xhhVtwwNMXdFk2Ev0EWZleRwiIo9fzH9K6d1Yiej%2BEahbv76RwX9m%2BhlmSopW%2FJetxDtUySk5rka5vbo4dp2clQjiwJq0H4xRJdLn7YS0xvIxGuPTSiaAexudB0iVpSUG0BDyiYs4ev2mag0%2F5R3bJhQI%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=AVxigLIpgQXgCGpec7aITiiZODpStzqLM%2FVKyOeYKMjLbaZF7K3NaOu7DrzooasLXM6S94Z0FNInlDjSkD8hYNCTLNvNQi93ZpFihhmqL%2B0WnhWiB1JfJ%2BL3G8f01qY7po9GO%2FDNi2PerL5BBWBLQiW%2FHWFS6dOSzu0skN94ItImIEZOYLJAUUiKb98EG8KjSp4YNtf4u6JGesRG5QNXwNk%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=AVxigLKp6j83fmtsQaGz7H3hd5piH1n4nyY4fpG2iaxn%2FKgmE3W%2FIlR0PDnUfu0NXDQkkktGn78oIIJ2bc8JjJ%2F7Sd37hKWw21HRH8wTjBzQPK98Tn7sx5bM9sUyOmfpefYjdAi5nNpUQXP30oEpAomAVuUUs1g5CoQFleRqSCpMBByET61WD1btBJTrmo3%2B4kp2QkBSu0Ps%2BBLElVIrylCyxFycig%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=AVxigLIaw723K8HnJnMl5ZVl0sItVvlYtFbx7JLGGZfio2QvrSzZ%2BcZnaTvM%2BFqul1l4NzQoE9CUfyini5e%2FAD35LTnUS0h5ztPjrOTQdaYqLcKIDYGmsg6npCqEPySYanTR83PXeBHN0caWsZiux0%2BUWvjkNyyhnJo02awxK2QYqE0XZwh6OiTLXnxSrl208SJEHXu6NbGwMA%2Bfuno9BIynyCC5Tbo%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=AVxigLJB8VbRnBZ7UNmm1YnP6NNhpx1Dxld9SSTbi0z669ATh4v%2BejzwX7smIfPR%2FCY6NMX6y25jH%2FgRBwfMcxVBesfelBqRUPK0Kx1oNTlRD1MbxG%2Fn%2Fl3y6p9pAfy4jSQi2lAb2RWzj8xovmN96cYHIxFIkmJXlY6JV5AWKEkqeY8sXQkvPZomLZLySNpjaqgWS23c0I33rpbN3oeVN0TdNUE%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=AVxigLLQEIwteeVnzMyLeeaFMUzw321E9gwNfHhfP8PhAIMeAWsbRgUh1E%2Bj4CFbCin%2BoS%2Fo8b51tTdN9ORcCVsVMdP4qRk8F7GRNc6GuF3egHMcIPW1fbX1p7zCK1%2B4%2B4jKpY5KQu44O%2BOo5tpKK7KVM6axpy%2F1nv3GdOKiwDbcK7DKAdEwsSSBkabmPjkwI1Gnkqv8aWJmHafArlw475ZSRQ%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=AVxigLLoXdlMgyaM96Lki9a5Jv1oQrsq%2Fre8anS82%2BFL7dmICN%2FlkW7wQLTpv%2FbWIi%2Bfa%2Fb6H4Geku%2BsWYGD5jkLY%2BaaaNE%2F2II2y9STsjbVmgEUSwLSmmElwF0jXq2XredQfaeh4HNjRfxvTHzNTg7x%2BoTB%2F0kN3BN5lq2%2FuStsLeXyk3Txk7BadBuz3W60KgPvTUf%2BntVNj%2F4tz7C0JfjYfrfYrZQ4YZI6wR8D5kg7FobSFQ%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=AVxigLLXk7zYzWoQi5NJQnOeVmCqdzjQT87iuKDrabusBdpd%2FCr56SpGeM3rrSar9ilphiCFPBQ7aZWlfMoyQoYEAu1P6pUgW0a3O57hUEQ3R5JMxotVv6EiXe9U7IKTpXRLNY3DGKFHhNkQ%2FpP1y59pCLffpp4i1Eoc1xJiycfnESZL%2FVHKBSxuV3oSOXhCXnrGo1P%2BZteBpk20I4Y1t4G8MwuF&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=AVxigLIB2FK%2BjoEfptr9jwk6f4HpiYi%2FmOwmJZ7hgqT7R%2FlYKI2c823hAU9%2F2GqDu5f%2FHoo%2F8XrkkS443gPKVxt28Q7MxL%2FdDTG7kY1qz6tzRnAMC5s%2FGB4QcNTiWoDotCIuwenEQ555guieQtQflt1EKndcOuC9LVHMk5X%2FkXUDSwuz0uOokhz0EU%2B8IEZG1XUk1Bl9bYPdU2rjzy9lo1urEnjoww%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=AVxigLIN%2BZTACHseTXQPalEYCD0T6HG9wjMsuk%2FVh7vCTkeErJHgTCkydC%2Fpa%2BroG%2FOcx4PKNiUF63ytT8R4zo6t8MLlGbhdPEf2u13e1aK%2FxFfgjdQU79i0RYMvPBu1VclgZWxjcc2E6oKwMXdE040UXoJLIbMpcgn05KwGgcIX%2Beb2jcBo2D%2F25saukfIt2d%2F9lxtuSp%2BacRWo1NEXmh21ZOcMOc2T0pw%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=AVxigLIBOO8JtvbGqhH3qVmlzi%2BvVJJ5LVSVi5Pe0C06uYOLcOQv4aPvuX%2BBPZ9by2bmnFpmW0fNEuqyFdnSSaaDhzpRryyRb7t%2BJM8g41NF3SwumdxJO7JU03TCiyBHa%2FpKBLRRaBcvfrDNqZablb0dBYqg2bfQHgvgIOqSgH5hMByetDp3ecqHMp2K0CnNPwKPw5%2F33qLN7e8KZiOH6b55%2BP8%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=AVxigLLOamoslpLT69VOGsDMKJwiX16rLc8FJ0KYvOG25hThSBqYAcxHxFHV3g4fZH3f9BmNjDzBYnRJMyNMpXFVO7R%2BpvmdI4JK6Dy4Y%2F7%2FFE1XXQ%2BkYIZ%2Fpk7JPfppE5hNIU88fiIVmky7BLEAtxFjUSkDqb5FuIrbw4UD%2FcHI3t2hK5zbQAdeojch%2FXOp5uWTLXrCwl1I4CvGxFE%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=AVxigLKjYLotG84tlsLeB09u3igCCw8QJGIMiz%2FCkg6hXlpsl15ohJOfJ8yrfiJ3L2l2Monyp7lnE0RnBuHY%2Fnkseqk6UGE9hvVunKF4UNGEJy8ZVpPX68Ikm3Mm1Z4aN8nDalbjdQdf5MrfgFI%2BzF3db2E4WW8jGWPW4LH2rMvuz%2Fx1%2FAURJXidtFObgXaAcCiJuqjqdQ%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=AVxigLK%2FtDpBul3vIyRRCOp2pXScUr%2FcqaX%2Fs91l7e2rwdWor0eO%2Fsov%2Fg3AJ%2FfVLQDc8ld9BBT5Hlg4uXEzhR%2B%2FhMjhhrO2h0M3bQaO0t87qKwHfEqRNySPDlpIsGcTPhVoRHn%2FLRvQhgC7FMyu5SRm4CkRZfyIXolkkIxD0FMqCeleamhvnKCvK7ET3bbgyuuybNwj&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=AVxigLJAP77Z2Rkz7c6NunrRPN29mcOM1a%2F%2BTqcQmAM3g8zmCJFZV2RlcHepIGqU5CYAs%2BbP1VUlJhMTTgWLZPsYZvrDdXZF1%2BnfqDpWRQyYnfjAQFCB52YRSgoCerNYk%2BicajIfPftPAXG4URi3eQvXvbe0TSjn4TxhkmAGRq39Tbo8ZFNDsfZqdFQB9hSaW1Q6jsqTcrLhBw2F1A%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=AVxigLJLdPOUtQvCcfgmupr8%2B4F1k7VPhB4UkKtPaOSfVbS5ut2O9He8fc9o2n46b%2F7J054v5cX%2BjeaTmYA3opnopqXdcy%2FFhizcDt3%2BuoX9HIakJ82KFv8paFbk9Ml9Sdh0fpNBGeOienpioc74vC63xiMUf3NEZuUaPIF4%2FSvxpbDc6R8UeOZBghzI%2BMBzEFZYTLZHBtT6SQsNJK8r2cvz389NaM1GGUY%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=AVxigLLt%2Fi4AT%2FVJWOfr6cayhbnyBSAFST7xD1mWht8ecU58l3FI3%2BqA24w0nwps2mHkFSSHhKAHTnwOM7JwWyeb2d6s4z797HbHXn4Fspd87nOoNfB4Gl4LBcTnj2ruSM2jSKgw6YYgru%2F5%2BXdoDZwKQdgOsnewGJntLoEBLivhgvBbQtBC0Tx5oDtjrHSwS4WRa8BTHMZPrBi6u%2FbFi4iAMpsLE%2BGuj34sNrQ%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=AVxigLItNivnwagV3JSFti2PLaHYhzPu7rS49psJNxfDeceIPFhVyt2acENLek%2Fc6xveIFN3MhK9Xh4fW5zDEFDnTrnYEWq36S5QGlzThXRKM7bvK7qCAXvBRU7twWG0z9ChPbY%2BgSC7hOrCX0JT0%2BkVvkhk5sd95wpTy%2FOfy4EZyOkYRYLSoowfJj1dzxHI8T%2B8f2fNZimEkoScdIs1%2FtHzFVfrgaYzoSQ%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=AVxigLJAP77Z2Rkz7c6NunrRPN29mcOM1a%2F%2BTqcQmAM3g8zmCJFZV2RlcHepIGqU5CYAs%2BbP1VUlJhMTTgWLZPsYZvrDdXZF1%2BnfqDpWRQyYnfjAQFCB52YRSgoCerNYk%2BicajIfPftPAXG4URi3eQvXvbe0TSjn4TxhkmAGRq39Tbo8ZFNDsfZqdFQB9hSaW1Q6jsqTcrLhBw2F1A%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=AVxigLIcAv7Kvn6f1kaYtrKoujr4fcQbd6scrmf3pa7SKmheodFyzumrT6dT8zFOCQfyk33qyjv7W9AMVzts73Od%2FK8iX1EmWH0UJbuLsYyicnQvQ%2Bkg6R%2BwrSzoUpPhhWbknSrxSi8blUu6Apiife86%2BxlQoY%2BBfbCJceQyEqBXgYOyAkI%2Fx02UXPf6QXGncb8kefPuPPDWgtJ3J0jnDaI%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=AVxigLJuJRAjw96fxRe%2BRIOQWF19bBmebZkEcok%2FBRvAKqxtnXuim9%2FG8Or%2BLMfNfSzoitel%2BQqlYfQYvSRj2sD%2BEkDvhB3zQ18ByT0rn1d0YHcNI5OGEN9QSaLHuCCSOWGMxRXRc%2F0F4roNSjTpQF9m4s%2BIDGeZaWWjCcrwQvFyn0i4MQ%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=AVxigLL4yb8T2L1Vdzrc0FHUqYP57IEqCVL6UkLNKrDbqB0RPQltiP8qb9HozNVawZ%2FZKOqTHCg38mfLeBREf6dpHpoJdcJgfTElUnNyC4bWqYRbTKlqNNiymdCIUjn2q966RCoA7Bg000BuBig9RKVAJB%2BmRxec3g%2F4c7fbkqBXn0t8ylwXpX0N9nwkQnuUcQ%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=AVxigLKvNLzu3a7w0lNTTmUkgtKVstRZYjCH7Xg9ZY3k3Bd8Kg8TlYHUSIJJpjC6VCHLdQIyiI8qRbP4w6EzIFHmXOv6%2FpVc9GDlIUw5wrTH3DAuUfp44U%2FvLJaNRdep%2FtNSAG1kNHwZxwnuJ4uArBxQGUOUr7m%2BxB7sSpDXEibD&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=AVxigLJVM0CfRtoSINso9Dd%2BverkkJWR1v1EdD%2Fd1jHDvqZppL27ICxmweDg0EIIqgPwN9yl60r90VUcwS1RDbLXAs%2BeITU5dXiRdAN%2BVpIS%2B9y%2FrQnFs19qxjHa15fQzVYtouttdLIT8MwEZW%2BHq7aNbkQREpf991EbWIzjC1FgUdhtkxGOyITUIZ6iaQ%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=AVxigLJaCzhfK9paT5a2A7hAEQOsceRtQVrD9G4pncEkU9OB%2BFHF18nKu5QoksC7Bp5HCfaDoi%2FykFLVaRK1iRMl5A04nvsbA03hPAAP%2FSP7rW2Z8pco1z1Iiecywqiwybog9zRP2UTqFbgJ40NMJ3FI%2BcxhahCMrv8mXOSrJambcItOHYV4j%2BthzfuoSeinFTVZ7aM%2FcMVWag%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=AVxigLJJEwiBOLDdv0Qr3SVONHWBDaCVIa3GrLDO8v9BtM37e2qInQn4jVITVcSMcJbXx5o2YlLIzAq565xvESIc8VvGXGZO560w5DtJiQwHs%2FYhXqdhQ7RCl1r6bHVh7JLJ%2BjJvzwElOZIO2T85A%2BIdB9Kf6OPrV1It%2F%2BLBn%2FETZYVqwsAFmzfopZO0rg%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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&webInteractiveContentId=185823046841&portalId=8302174)

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

**

### Overview

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&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=AVxigLKvLreIq%2FrcdHccjfoynQAgkzhGx7zn7SmUoF4VeTUjcqKhnP3LpjO4is%2B2ZvIMM2Ihp2LXuy6%2BscHNcE3QhgJlK7eBBgblQGHMhe3c4suoEjEjZUJSxpxQCpy2nglUFJ1XdFogTw96bR9RYb5ogxZn4YYApfxj3g3m%2BbDLyCKGtg%3D%3D&webInteractiveContentId=183792126777&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLKe0ZOA5kowcDgS6SCVn2SaWtQHlYCyVwjNALitvZG6d4U0TM4JDaj3Zf9GCbjqVvcm9Sgv3wfV%2BtLscsRDo4Ez8%2FFYoPcbHNTy%2F0jT9AMMjvHzTSGp5GNute7wEa%2FHPw4lWVqlD6jirIOsusfwbA9uC7XppPCSHrn9%2Futj81vs&webInteractiveContentId=185823046841&portalId=8302174)

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

**

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CERTIFY INTEGRATION · BUILT FOR EVERYTHING ELSE

# Certify integration that reaches the systems other tools can't.

Connect Certify Expense to every ERP, accounting + AP system your finance team runs. Turn T&E reports, invoice data + AutoFill receipt capture into real-time operational intelligence.

[Get my Certify integration plan →](https://www.rayven.io/free-assessment) [Talk to us](https://www.rayven.io/contact)

★★★★★**5/5** · 140+ reviews **Australian-built** **99.9%** platform uptime

![Rayven](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Brand%20Assets/Rayven%20Logos/Ravyen%20Transparent%201390x426.png) + ![Certify Expense](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/300/certify-logo-300.png)

Live demo · Claude querying Certify + ops via Rayven MCP

RS

What's the status of the Certify Expense → ERP + accounting flow today?

C

**All flowing.** T&E + invoice posts to any ERP is live. No blockers flagged.

Certify ExpenseERP + accounting

Trusted by 240+ teams across Australia + globally

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

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

THE REALITY

## Certify is brilliant at what it does. Useless at everything else your data + AI needs to touch.

Certify covers T&E + invoice cleanly but reaching ERP, treasury and sibling Emburse products means stitching adaptors. AutoFill OCR confidence reconciliation happens after upload. Multi-entity finance teams stitch Certify + [Emburse Expense](/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration) views manually.

The integration tool you've already tried probably can't fix it.

 What Zapier + iPaaS reach

### SaaS-to-SaaS. Useful, until it isn't.

Connectors for Certify, Slack + a thousand other SaaS apps. Cheap + fast for the easy half of integration. Where they hit a wall:

- ERP that should see Certify T&E + invoice spend against open POs
- Sibling Emburse products like [Emburse Expense](/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration) for unified Emburse-suite views
- Card programmes outside Certify's adaptor set
- AP automation + treasury needing live approval and payment events
- Data warehouses + AI agents needing AutoFill OCR confidence and approval-chain history

 What Rayven reaches

### Cards, banking, ERP, AP + AI. One platform.

The integration platform built for what other tools can't (or won't) reach - plus an AI data fabric, MCP server + app builder layered on top.

- Certify + every ERP, accounting and AP system
- Banking, ERP, cards, OCR + custom-built connectors.
- Files, legacy SQL, FTP + custom-built connectors
- Real-time bidirectional sync, tier-aware + rate-limit-safe
- AI Data Fabric, MCP, automation + custom apps included

WHAT YOU CAN BUILD

## Certify + Rayven: AI, automation and tools that reach every system you run.

5 examples of what Rayven customers run on Certify + integrated systems. Built in weeks, not months.

Certify Expense → ERP + accounting

#### T&E + invoice posts to any ERP

Approved Certify reports + invoices flow into [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration), [Sage Intacct](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/sage-intacct) or [QuickBooks Online](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration/quickbooks-online-integration) with cost-centre, GL and tax mapping preserved across entities.

U

Booked revenue vs Certify closed-won this month?

AI

**$2.41M booked**, $2.39M closed-won. Two deals awaiting invoice - flagged.

CertifyERP + accountingNetSuite

Certify Expense → Emburse Expense (sibling)

#### Unified Emburse-suite view

Certify + [Emburse Expense](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration) data normalise into a single Emburse-suite view through Rayven's spend-master layer. Multi-entity finance teams see one stream across both products.

U

Snapshot of activity in the last 24 hrs?

AI

**47 events processed.** 0 errors, 2 retries, all current.

CertifyEmburse Expense

Card issuers + bank feeds → Certify Expense

#### Live card + bank feeds against AutoFill receipts

Card transactions from any issuer + bank feeds stream into Certify continuously. AutoFill OCR matching runs in real-time with confidence-score reconciliation - no overnight queues.

U

Status check - is everything in sync?

AI

**All current.** Last sync 38 seconds ago, no backlog.

CertifyCard issuers

Certify Expense → AP automation + treasury

#### Approved invoices feed AP + cash

Approved Certify invoices flow into AP + treasury with full approval lineage. Three-way match runs against PO + receipt automatically. Pay-runs fire on the right trigger across entities.

U

Anything that needs my attention right now?

AI

**3 items.** 1 deal stuck, 1 account flagged, 1 task overdue.

CertifyAP automation

Certify Expense → AI policy + duplicate detection

#### AI-led policy across T&E + invoice

Every Certify transaction + invoice runs through Rayven's AI policy engine in real-time. Duplicate detection extends across T&E, invoice and card datasets. Policy fires before settlement.

U

Snapshot of activity in the last 24 hrs?

AI

**47 events processed.** 0 errors, 2 retries, all current.

CertifyAI policy

BEYOND INTEGRATION

## Integration is the start with Rayven. Here's what comes with it.

Rayven isn't just a Certify connector. It's the operational software platform underneath - so once Certify is connected, four more capabilities come online by default.

01

 

#### AI-ready data layer (AI Data Fabric)

Certify data joined with ERP, IoT + legacy - contextualised, unified and structured so AI models, agents and tools can use it without ETL prep work.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/ai-data-fabric)

02

 

#### Live AI access (Rayven MCP)

Claude, ChatGPT + Gemini get live, governed access to Certify and every other connected system. Your AI stops guessing - cites real Certify records + numbers.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Workflows + AI agents act on Certify data without human intervention - escalate at-risk accounts, trigger operational work, auto-update forecasts, draft customer comms.  
[Learn more →](https://www.rayven.io/solutions/automation-software)

04

 

#### Custom apps + portals

Unified customer portals, ops dashboards, mobile field apps, partner portals - built on top of integrated Certify data. No separate BI tool, no separate dev stack.  
[Learn more →](https://www.rayven.io/solutions/custom-software)

**All on top of your existing stack.** No rip + replace. Certify stays Certify. Rayven works on what you've already built. Specifically tuned for **Certify AutoFill OCR confidence reconciliation + sibling Emburse Expense product coordination**.

The Rayven

AI Data Fabric

MULTIMODAL DATA IN

THE RAYVEN PLATFORM

AI CAPABILITIES OUT

SCADA + OT

Databases

Streaming Feeds

IoT + Sensors

Documents + PDFs

Video + Images

Audio + Voice

Manual + Forms

APIs + Webhooks

[AI-POWERED CORE ](https://www.rayven.io/platform)

[

01INTEGRATIONAI

AI for connection

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

02DATAAI

AI for context

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

03EXECUTIONAI

AI for action

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

04PRESENTATIONAI

AI for interaction

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

05SECURITYAI

AI for guardrails

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

AI Agents

AI

Predictive AI + ML

AI

Conversational AI

AI

Real-time Training

AI

AI-led Execution

AI

Multimodal AI

AI

Anomaly Detection

AI

Forecasting

AI

Vision + Edge

AI

Gen AI Summaries

AI

THE PLATFORM BEHIND IT

## Rayven is a five-layer platform ALL your integrations + much more can run on.

Integration is one layer of Rayven. Data, execution, presentation + governance are the other four - all delivered as one platform on one commercial.

Integration Layer ▾

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

Data Layer ▾

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

Execution Layer ▾

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

Presentation / UI Layer ▾

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

Security, Governance + Hosting ▾

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

Click any layer to explore what's included.

---

<https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/certify-integration#>

CERTIFY INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

Certify integration looks different at every scale. Honest comparison of the four common paths - Rayven only wins on some of them.

Capability

Rayven

Zapier · Workato

MuleSoft · Boomi

Build it yourself

Certify to other SaaS

Yes

Best in class

Yes

DIY effort

Certify to legacy DB / files / FTP

Yes

Partial

Yes

DIY effort

Real-time, tier-aware + rate-limit-safe

Yes

Throttled / paid

Yes

Hard to get right

Certify + Emburse Expense unified Emburse-suite handling

Built in

Single product only

Custom build

Hard to get right

AI-ready data layer + MCP for AI

Built in

No

No

No

Custom apps + portals on connected data

Built in

Not included

Separate product

Build it

Australian-built · sovereign deploy

Available

US-hosted

Configurable

You decide

Cost vs enterprise iPaaS

Significantly lower

Cheap at low volume

Premium pricing

Internal cost

Time to live

2-12 weeks

Days · per Zap

3-9 months

6-18 months

WHY RAYVEN · NOT JUST ANY CONNECTOR

## The integration is the easy bit. The platform + team behind it is the difference.

240+ DEPLOYMENTS

#### Platform + team. One commercial.

Not five vendors stitched together. Rayven is the platform AND the **Australia-based expert team** that scopes, builds + supports it. One commercial. No licence stacking, no finger-pointing.

AUTOFILL + EMBURSE-SIBLING NATIVE

#### Built for Certify's AutoFill + Emburse-platform model.

Rayven handles Certify's per-tenant REST rate limits, AutoFill OCR confidence reconciliation + sibling-Emburse-product data-model coordination natively. **REST + webhooks with cross-product orchestration** drives real-time sync of T&E, invoice and card data into ERP, treasury and AI.

5/5 · 140+ REVIEWS

#### We stay after go-live.

No handoff. No disappearing. Rayven is a **long-term partner** when your Certify evolves, your stack changes, or you push further. 24/7 support. Same team, same platform, same commercial.

DEPLOY HOW YOU WANT

#### Hosted your way, where you need.

Deploy as **cloud, private cloud + on-premise** - in Australia, the US, the UK, or anywhere else your Certify data needs to live. Your residency, your rules, your local compliance environment.

FAQS

## The questions Certify admins, RevOps + IT ask first.

If you're evaluating Rayven for Certify integration, these are the things worth knowing before booking a call.

##### The 30-minute call covers

- Your Certify + connected stack today
- What's reachable + which systems to bring in first
- Live walkthrough of Rayven against your scenario
- Time, scope + delivery estimate
- Honest read on whether Rayven's the right fit

#### What is Certify Expense integration?

Certify Expense integration is the practice of connecting Certify Expense to the rest of your finance stack - [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), [accounting](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration), AP, treasury + AI - so T&E, invoice and card data flow in real-time. Rayven delivers Certify integration as part of an [AI data fabric](https://www.rayven.io/solutions/data-integration-platform), alongside sibling [Emburse Expense](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration).

#### How does Rayven connect Certify Expense to other systems?

Rayven uses Certify's REST API + webhooks via OAuth 2.0 for real-time bidirectional sync. T&E reports, invoices, AutoFill OCR output, approval chains + audit-trail events all flow as first-class integration events. See [the Rayven Platform](https://www.rayven.io/platform).

#### What systems can Rayven connect Certify Expense to?

Rayven connects Certify to 1,228+ systems including [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration), [Sage Intacct](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/sage-intacct), [QuickBooks Online](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration/quickbooks-online-integration), [Emburse Expense](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration) (same Emburse parent), card issuers, treasury + custom AP systems.

#### How long does Certify Expense integration take with Rayven?

Most Certify integrations go live in 2-12 weeks. A single Certify-to-ERP or Certify-to-AP flow runs in 2-3 weeks; a unified Emburse-suite fabric with AI policy + treasury integration on top runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration#delivery).

#### Does Certify Expense have a native API? Why does Rayven add value on top?

Yes - Certify ships a REST API + webhooks with OAuth 2.0. Rayven adds value because production sync needs more than a connector: per-tenant rate-limit handling, AutoFill OCR confidence reconciliation, sibling-Emburse-product reconciliation, the AI/agent and treasury integration layers on top. Read more in [how Rayven works](https://www.rayven.io/platform).

#### What are the most common Certify Expense integration use cases?

Top use cases are T&E + invoice posting to ERP, Certify and Emburse Expense unified view, AutoFill receipt reconciliation, three-way match into AP and AI policy across T&E and invoice. See the [automations above](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/certify-integration#automations) for specifics.

#### What are the technical specifics of Certify Expense integration with Rayven?

Rayven uses Certify's REST API + webhooks via OAuth 2.0 for real-time bidirectional sync. Per-tenant rate limits managed natively via batching, queuing + back-pressure so global month-end report bursts never throttle out. T&E reports, invoices, AutoFill OCR output (with confidence-score reconciliation), approval chains, custom fields + audit-trail events are preserved with field-level mapping into [NetSuite ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/netsuite-erp-integration), [Sage Intacct](https://www.rayven.io/solutions/data-integration-platform/erp-integrations/sage-intacct), [QuickBooks Online](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration/quickbooks-online-integration) and AI targets. Sibling [Emburse Expense](https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/emburse-expense-integration) data-model coordination runs through Rayven's spend-master layer - Certify + Emburse Expense customers see a single unified Emburse-suite view downstream. AutoFill OCR confidence reconciles against vendor-master + GL-code rules; low-confidence captures route to review. Multi-entity Certify environments reconcile through the same layer. Webhook event stream drives sub-minute propagation; bulk loads use cursor pagination. Validated against Certify Now, Professional + Enterprise tiers. Configurable to your local tax + compliance environment.

GET STARTED

## Certify + AI integration. In weeks, not months.

Book a 30-minute call. Walk away with a tailored plan - what's reachable, what to bring in first, time + scope.

[Get my Certify integration plan →](https://www.rayven.io/free-assessment) [Talk to us](https://www.rayven.io/contact)

<https://www.rayven.io>

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<https://www.rayven.io/solutions/data-integration-platform/expense-management-integration/certify-integration#body> 

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

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