---
title: IBM Planning Analytics | Connect to AI | Rayven
description: "Connect IBM Planning Analytics to ERP, accounting + AI in real-time. Rayven: TM1-native actuals, live allocations, AI-led scenario modelling."
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=AVxigLIxF6qMWH4neOLhSbNFWyuh%2FP9M1Iu5dMmmUUEiYTcZShunbsIJS%2FL1w%2Bth0ppaxWsTnwacPbHAmVSCQfTb7cqKwWjjOPzAHiUyFBQjL3qpmCW9gsn%2BAsqhL64PeC4qWLKEYg%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=AVxigLIxF6qMWH4neOLhSbNFWyuh%2FP9M1Iu5dMmmUUEiYTcZShunbsIJS%2FL1w%2Bth0ppaxWsTnwacPbHAmVSCQfTb7cqKwWjjOPzAHiUyFBQjL3qpmCW9gsn%2BAsqhL64PeC4qWLKEYg%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=AVxigLLaYfEJCe6cavcPfBmIJDEy90NUapaQBt%2FkwgvJswliNnpW2ULkHT4VfHOP5f%2F113XwPBNeI5ipmNQnbeANFSdZ%2FkYxD4F9V7qcczbQYKqsrpJrP9MYTcca7Z9mmuTm%2BjpBkp7%2F0fASTUoAxBSLEMVP9UQEjMbpVmaet8n%2FCqBrSqSi5XMkkI7F8RhApK1M92Rn3xAAZMo8IkT2cse72Q%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=AVxigLIm0wAsPvrNxCs49NxobqkyZAnhX2J3f1P73zSprquMrQneGxcqaQE9S6LnLj00IgswIskFQ%2BPQp3tv8dylawZMPKpdJcZtlsH0iHfboVTk8N%2B%2BpuON%2BlUzhZ79M11cdsAFaTnLRZep1ZXpAINCB8I85tTH1FMWdM6Ec83GxmFo%2F%2B0NHRUK1TI1exV98ofWdGF9FkhkfPYEeg%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=AVxigLIgsY2ejcCau1eV28wwPSHOzt7Zsa7I16qEf468Iwbix3%2BB6M6ELDP8SkqVIxuGVtUnZ7Mx%2BFu39%2BfUQQx%2BTQZ8EB1v9un5fcEsjI3gokEuLx6hexM%2FLnsMycbNvUBKGfVvnUNOO6cc%2FeGsDukRBgIvUs4Kj%2Fo5i%2FiAGVv0mcEN3UioB8RnkH0gc4wQZeiv3jYqGSpryt9MlA%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=AVxigLI4God25GrPZqg4%2FWebLdLMr5p%2F3adwNkPEakG%2BBUIN8lGLINq%2FbsveQXFO2PWnd%2BGX24K0qaDYJdUWdHmMsdYo8sS6B%2FWM0OC7%2FrGMDjANNOY1m22oFzYq5d7F8FCGzwN%2FlPrP5t%2FFpQx2yHwd8xcnyGq%2FMzBivluidAK7wccpQwl%2BAp964rus3rmGU1MIxc%2BTFZhc3iZkGFsTXbJnz10%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=AVxigLLF7MCFA4aj0jW8H0OCdZKT6teRiRqxQdZwyb91QXdcRCvlv6dtQ3FgLtx1x6sL3k4Ttolpjc278ikLOn0pU%2FZoKvZUdxbuNxTGlMrHDjSXsvJIpSS6LEzTqSG5PZdqkH7eMxeCvTvXYrR6YFYYCPRkOx1h0MG%2BL214CtOM2XnfyL%2Fz6CG3ucBirNJUWwdT8IKhhAA6UQgICUxFn3s%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=AVxigLLBaTYqHKJB%2FWtTXm%2FIzUz%2BbPzbNsP1sfyXJwxMuxpqnwQeeMzPhRshUjJRTAQXqxNuU%2FgPyIU2%2FwfEqOZrqeTWbg3KI2Q8pIrx74OfnZu1UvX%2BLkkEnLKkEOOsiKoZGKCD%2BYQvPMITNIhRFGtUvNM9jhDSzLXElTGcnvLl4oSr7AmXLJJlipiH6qhjLvj9uCC8%2BUbOyWM1MLmmZr1tJsWGog%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=AVxigLK47QX%2F1Bri%2BtKFWyhxwgb22yzFvFWaO4eGAW%2BWplbP3ErhnSLQAFIfuiKC8YvMKaBdVz%2BcY34CtWRRxrvBwE19t23cfF3VZXG0OrYTWziQ8a6ciyv8pojVA8Ur462dZbh%2Frrecs%2FmYNwtYTx1ELbFHWpbGWbAmfUz9wviK%2Femyj0ll%2BBUIo3vfVjKi0oHQad6Y7Osfj0lioLLjNnLe1sAkARs%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=AVxigLLJ%2BeQUBF475lcW6nNhXOInpV2u%2FQQtY9dEdpmoJQ%2B89CqmwQhlbFYKuuIewtlc8idjv%2Fw6T737mL%2Fxk0FxtdsuR7n3cspRpqRkK9KQHG4Qelw4YeUw0FAlNB8k9IqHPfeG67eOf0JoXyO8K%2F1xKb7WnoXAuzW32JCOtrg5vTuDz3AwIVlBTbMuflGzbQqtkDp12tBH%2Fqn20AtYdHo04Fc%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=AVxigLKkBeXRHgOTkbNksu5r4QdBStBgSvgWlrHcLidmjI%2B0ihB5D1rnnSLteE00bAIxvvSfrHRuXZqj2YrpCnZ8DexBc4SLxlK9gSMUJFWDt7c%2BrihEv3SKkUs7VXvxZmPbrStaj1zSD38fhs%2BPGoasMtatHfrR8gdiEuDtguR%2F6xu%2F9GU9qp0xBX7KFISUi815jmJP5y4xozaR1jwjy%2BdCIw%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=AVxigLLqCkLHETtmFM9xQo02HRIfFUvLWuS7eF5DvlRnhdBCBTo14PHgToz9%2BvPvqvOt7RnOs0iGOdFewi%2BQX51U8e9nY5X0g%2FY6IPbc2qekGQX%2BX7PBHVTSZbiVI0F6ujLE38c5wxnhx2LHr8nOUXYETdgkJ5KI7wgcQcTYD3x3hysEQf2hxodPQpio1J%2BWVCoyDhWexcPStxioRLrjdaf924MRurtutWgj7HgHpQ9Cyka3ow%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=AVxigLI9SINM9H9w0%2B97C7AlJSp1Stw0qBQmG176gnPbVt55Psp7wXiZeYxys2464t2Gun%2B1MJc%2BSCdNdrzNdyDV0ExRHjlewDyakqw7QMxtjl51o6f5fpvIYKUsEiPb9j%2BbB4V%2FOOPjKo2uDsja2%2BulUSHC5aYtCP2p%2F30dZIPIzYiU1eQ8KoKK7%2FA6kZ7uSf9k%2BubGc0oObYPm1%2BmmNH99Ulqr&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=AVxigLI9axVaL8BnbVWWZ8wvK6WUPQGsInLBjoYS9TJ2EO8IeFwcbHDlt6ySelAeKCq5kXTs2D%2BSWutBp3u9G3g%2BMYHSB3JYz1gTmM7mos2ucmBhbuSkmsjFAdlKHEUQAcBLHUronwXAVgiN%2BtXa2Wd1ijdMITh%2BRZTvyVZoJHGKZZ5jGLJakbH6TVxRF5Vql9U5oqWyAREzJ%2BeT7xlKyqT9bKHp%2Bw%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=AVxigLLz8rNxraaJXCSC8OypNck8WoHcsmqC1BzLYDoQPKBdcX8%2FnV8f8Endsh9lcy2HVlyP6SEDPDmAviNNRb647lHmQbLWm7O8hRU8%2F4nj7q4di4wF66IA%2BTAZvji71Zw7g7fWNohrlTrPouNW%2BRmBISmDoGvFQ1GAAMy4Elf9VGGcfoUHVMIV9H%2FpiKT3CPhUJVEEXErkMXweSenDPKO4ghDpu238bi8%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=AVxigLKJd%2BnzwTdJNrWnL6v%2B8xEu2ixPoBHv%2BnQXdfiCPf89XwNrpo8zuHKlkDEVCBpN8y9myYQTANBHRRhQ%2F%2B%2BciUh63j8zLZDRZ930B%2Bfvq%2BxKSfJXIGnnyWlvXM7pArjV%2BvQXwmgWA5yp%2BbpIQ%2B7qHl%2BaNu%2BFiV3eIe7VGWycHRYToSxEzlrzvspy9x2YPhdAe4GWCbecjfeNLTvYeRaaSBk%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=AVxigLIRHRFtqysCUGe4cpUggyhJSKBpoizMfhndrU0HA2oubDzGVQqYeRydU3zqD5jd0Al8A0unIzATvxNRqMpfkJojbH9UkzmVoILCkn%2FIaoULxVx1C34qB0hVGrFH3gRHjwaQ0%2F7n2ViytYWVbsLAJzRdDQTdtIj6nLeygsxH3NhzAT0KdlLrX%2FAPOxV3F1juWDf6oVUaxXwEsrc%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=AVxigLLraiqyzkZwGbBC02wVb0NwU6L4paL2OgUtN7tkZqyVB%2FpFtZxFTWtWRjVcxZiL9IhyJl%2BQxRSPEu27Qby9K%2FjFTt%2BMdtpRaSQ7hYJ27MTlVI7DlzTVYu0KbXbhoXyAJRgi0pAhgRTUva7GS6JOdtN6P1p8%2BVAMTaMoKcjGoTCQNdEZ8pNeuVNy2BVdR%2FKxu1C3hw%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=AVxigLLolmGj9MuLgUp%2F8pDTkZOaA6XAI4YJhg2zCwnWZvt0n6o2SYTpVsgk7Sq%2BUwrG9vb8h78MBY9k48IvsoWArQbm%2F2vKN9w9f%2BK3e4pEQ70VCJ9JY%2Fd%2BL02KENndPJaSfnije9sWS1HGrWYgjQN7kcKlSRVdC2K8BdHs4MYlEN8k9z8Pd48tYFJAq3mGDEPvYBtw&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=AVxigLIvsFqmR0DAF5x2EKFLivNENB5KHFYQuie4R87%2F1iVfE9Yn%2ByeiExl2y4BuFb8wYJI7U1BTwCuJWy%2FfH0R3gf1cNuAxh1ZO3f2VR64WrGznFLxMVyuzR2aYfh7xMDg0dQTBYDezh5gnYud4oqIcMwbMy9Ajj6phlmkeHmIJAZgO%2FVd4fhAO34IsC6wgHPRboVcPz0cvQshR0A%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=AVxigLLdP2aaJNc9EvzM1Kfy7%2FgYhg08q8OapkxwO2XedjsNjH5AHQl6ZL6bC25uY69vnmsyn0cm12IUQstlvoJ6xD%2FB4m%2FhukMyC6bn2NNJEdCtf8bgOmPhVg2UsIMd7jol6%2F0KAwgmM1300e4CmZeDOfT1F2TWJCG3TOlxRru6FMYzzneL7%2BTMf%2BlGmKsQ7xArS9YRF00n0g8ZXQvKHjFX77IMCTQJiIw%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=AVxigLILjTRldPTRq3ACPnyC4Y4MTq1Eu3VvQMdtLEetIItLHPk6004rA8FATxUgBSzkERNJAg2NNHcKdYy7aCcAP4o%2BWSbrn9xzI3Bp78wcKWzCpgurJHKIwgMy9vhdvirEba%2FEbUr%2FwT8LnywlpuxjF62ePtrz1aYUDP0zofgDtdSRE4Ws7F%2FxniSDub61ypkwFGa%2BVWuH4WxX%2FVFnpUWQbztiaf9pcr3wlTA%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=AVxigLI9cPzR5lbxlaEwJqrEHjlPApxDJxvhUsxHPusJYpz%2BH0hk6GGNhzA59GqFAOuWQe%2Bm4YPxDdbunlOPxfxf3K2KQogWvHTk1STaAPWSx6%2FwCINB%2BEOUG6VNiiTwRsxXe7trNLtlw8hqBkwmZ8YuKqRjV7RNP5Vb5tfNImfU3XtWuzam6EgGbntzc%2B4cyn8V%2FOd1HsMgxXKUJ5svF9tGUoKK9Ye9%2FZc%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=AVxigLIvsFqmR0DAF5x2EKFLivNENB5KHFYQuie4R87%2F1iVfE9Yn%2ByeiExl2y4BuFb8wYJI7U1BTwCuJWy%2FfH0R3gf1cNuAxh1ZO3f2VR64WrGznFLxMVyuzR2aYfh7xMDg0dQTBYDezh5gnYud4oqIcMwbMy9Ajj6phlmkeHmIJAZgO%2FVd4fhAO34IsC6wgHPRboVcPz0cvQshR0A%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=AVxigLK5l1j6A3eGCHzjuwcBvJn%2F8EF5JbKqHRS8rWYaaO6IUKEBCWDiQfii8InBD2dc6QeaMMlPVCBNwBeGouyQCjKQqehln6hHGFO%2FyEuX7318oqBo5fCE%2BecQL%2FN5a8rm2cgxhKTKfEifapkjyvTVzkKHqyPJ078035moJ9Rprcj1vY5l92xbfvtjy4eTYgBMaSna%2FZlVdv1blOSZXUo%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=AVxigLLtQnhTYGu2m1EWh6VnZ5xSVKYeNjQBfMQ3kG1KJj3VxrtDs3E2dmTwCLe%2FZbP3A5QNDhwx5rhSflt5hhu7gb9A5ePWjcR1R1jdjCDe2pVmuUAsljDNpbfW0XjGWY7CHOPNZA3XxYXE%2BwU0Q%2BFEeA0xbQ6i61RAhFvvmf3827NcLg%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=AVxigLLj1Mm6xRWHgP8EzvWP1NP7tI2j9hNjBnS2d8jcKVVrkHgMdG6wcnrlKBntTHUzk95IyWZcA8yMSSKTEW7Qrxv3G8P2KELapcJdwJ3%2BVl52dTgD0G31VtjWfaBh7dc3RkHRp8gPoY2L1XXHpgYQWtmYoA8GrtidKfYUAMfCG%2FfHSFLdmxO2LXAgdhyhww%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=AVxigLLRrfO9wfc6W16RA3H0%2BB2agb%2BcbeJMAZS%2BSk7MYYjDl%2B7DQo6h%2BrOmhcMRkmfHTzYdT9U8xHHAAl2VjiKWoAoMnL1xAiyVpadMx22BRq6sikxUfNuOTpBxTcouJJOhwCugmchDSea9oEmld%2B6bRFEGi75Y9zDyhGmDrRUo&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=AVxigLKA73dUKzoKfQmwm83EnaanyBizVGHSogjAJlgzQH3NqbvqXeKlrKnPqYAiOSbMG3E9JlcgNdVZtC2Xn4MPL8bjYYIIwUTwNWuIalTCPtOLMGaQkrshLJR6jK04iFYX%2BQmKEYTBfXplJ%2FDFdAntV2UUBq2r%2FWGIxOnkrMeHLl40AeQgE4VaTTlqqw%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=AVxigLIRrNRljp4whjot94EVRdFn0HivHGhOD3h8uH66xEy9MUlFvbZFdmKgqbf3UTtszPCFbGjb4sIbAn36MA4noowcT5f6k9kVQ4%2FvfeK7MhfGpiDd9E9piKKhQEVCLXBo6D%2BmrI3VSMuP6SdTc7akT0St3sCx8QExW9yzTS1%2B%2BOOpWSDLIOtGCbrgk%2B4H3r%2BYMaxcWQ%2BKfQ%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=AVxigLJ3iz6WbC%2FpkLCGfHbFL96VAlNCXGZlZp%2FUwxK%2B%2BvMnybJ5aCvlljFjCjthEomzi2JV%2BFip0q%2BfJu00VcyN0nVfEGPtK4%2FCXNxVdch7HHmbVUBS9hqUXwOZ%2BHYn%2FnM2URV%2BZwCkMxyikhXzLnNvgUG3Fbmcp4DD0f1KTOWV9thgBaNo%2FQWHP0EZ0Q%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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&webInteractiveContentId=185823046841&portalId=8302174)

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Overview

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

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

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

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

We Partner With

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

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

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

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

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

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

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

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

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

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Library

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

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

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

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

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

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

Our Company

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

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

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

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

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[![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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLIuM737gDiaykKKx0wpL6vFmLMRc6uQm3G2p9oMxhdD6mQGbBd9p36ZOV30KTFZ8Q3iU8dziTd%2FoImhI50pRSKn1OSPNquluXHLA1w%2BZvYAnxjYZ0ONIZGWqEZ3SsLy%2BBTtlx1aSMDGAYuknHNuoHk9WijZqd4O4oGtLp%2Bdmdf1dBlAlo1nJZ%2FiS8hzMA18Q%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=AVxigLIxF6qMWH4neOLhSbNFWyuh%2FP9M1Iu5dMmmUUEiYTcZShunbsIJS%2FL1w%2Bth0ppaxWsTnwacPbHAmVSCQfTb7cqKwWjjOPzAHiUyFBQjL3qpmCW9gsn%2BAsqhL64PeC4qWLKEYg%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=AVxigLIxF6qMWH4neOLhSbNFWyuh%2FP9M1Iu5dMmmUUEiYTcZShunbsIJS%2FL1w%2Bth0ppaxWsTnwacPbHAmVSCQfTb7cqKwWjjOPzAHiUyFBQjL3qpmCW9gsn%2BAsqhL64PeC4qWLKEYg%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=AVxigLLaYfEJCe6cavcPfBmIJDEy90NUapaQBt%2FkwgvJswliNnpW2ULkHT4VfHOP5f%2F113XwPBNeI5ipmNQnbeANFSdZ%2FkYxD4F9V7qcczbQYKqsrpJrP9MYTcca7Z9mmuTm%2BjpBkp7%2F0fASTUoAxBSLEMVP9UQEjMbpVmaet8n%2FCqBrSqSi5XMkkI7F8RhApK1M92Rn3xAAZMo8IkT2cse72Q%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=AVxigLIm0wAsPvrNxCs49NxobqkyZAnhX2J3f1P73zSprquMrQneGxcqaQE9S6LnLj00IgswIskFQ%2BPQp3tv8dylawZMPKpdJcZtlsH0iHfboVTk8N%2B%2BpuON%2BlUzhZ79M11cdsAFaTnLRZep1ZXpAINCB8I85tTH1FMWdM6Ec83GxmFo%2F%2B0NHRUK1TI1exV98ofWdGF9FkhkfPYEeg%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=AVxigLIgsY2ejcCau1eV28wwPSHOzt7Zsa7I16qEf468Iwbix3%2BB6M6ELDP8SkqVIxuGVtUnZ7Mx%2BFu39%2BfUQQx%2BTQZ8EB1v9un5fcEsjI3gokEuLx6hexM%2FLnsMycbNvUBKGfVvnUNOO6cc%2FeGsDukRBgIvUs4Kj%2Fo5i%2FiAGVv0mcEN3UioB8RnkH0gc4wQZeiv3jYqGSpryt9MlA%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=AVxigLI4God25GrPZqg4%2FWebLdLMr5p%2F3adwNkPEakG%2BBUIN8lGLINq%2FbsveQXFO2PWnd%2BGX24K0qaDYJdUWdHmMsdYo8sS6B%2FWM0OC7%2FrGMDjANNOY1m22oFzYq5d7F8FCGzwN%2FlPrP5t%2FFpQx2yHwd8xcnyGq%2FMzBivluidAK7wccpQwl%2BAp964rus3rmGU1MIxc%2BTFZhc3iZkGFsTXbJnz10%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=AVxigLLF7MCFA4aj0jW8H0OCdZKT6teRiRqxQdZwyb91QXdcRCvlv6dtQ3FgLtx1x6sL3k4Ttolpjc278ikLOn0pU%2FZoKvZUdxbuNxTGlMrHDjSXsvJIpSS6LEzTqSG5PZdqkH7eMxeCvTvXYrR6YFYYCPRkOx1h0MG%2BL214CtOM2XnfyL%2Fz6CG3ucBirNJUWwdT8IKhhAA6UQgICUxFn3s%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=AVxigLLBaTYqHKJB%2FWtTXm%2FIzUz%2BbPzbNsP1sfyXJwxMuxpqnwQeeMzPhRshUjJRTAQXqxNuU%2FgPyIU2%2FwfEqOZrqeTWbg3KI2Q8pIrx74OfnZu1UvX%2BLkkEnLKkEOOsiKoZGKCD%2BYQvPMITNIhRFGtUvNM9jhDSzLXElTGcnvLl4oSr7AmXLJJlipiH6qhjLvj9uCC8%2BUbOyWM1MLmmZr1tJsWGog%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=AVxigLK47QX%2F1Bri%2BtKFWyhxwgb22yzFvFWaO4eGAW%2BWplbP3ErhnSLQAFIfuiKC8YvMKaBdVz%2BcY34CtWRRxrvBwE19t23cfF3VZXG0OrYTWziQ8a6ciyv8pojVA8Ur462dZbh%2Frrecs%2FmYNwtYTx1ELbFHWpbGWbAmfUz9wviK%2Femyj0ll%2BBUIo3vfVjKi0oHQad6Y7Osfj0lioLLjNnLe1sAkARs%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=AVxigLLJ%2BeQUBF475lcW6nNhXOInpV2u%2FQQtY9dEdpmoJQ%2B89CqmwQhlbFYKuuIewtlc8idjv%2Fw6T737mL%2Fxk0FxtdsuR7n3cspRpqRkK9KQHG4Qelw4YeUw0FAlNB8k9IqHPfeG67eOf0JoXyO8K%2F1xKb7WnoXAuzW32JCOtrg5vTuDz3AwIVlBTbMuflGzbQqtkDp12tBH%2Fqn20AtYdHo04Fc%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=AVxigLKkBeXRHgOTkbNksu5r4QdBStBgSvgWlrHcLidmjI%2B0ihB5D1rnnSLteE00bAIxvvSfrHRuXZqj2YrpCnZ8DexBc4SLxlK9gSMUJFWDt7c%2BrihEv3SKkUs7VXvxZmPbrStaj1zSD38fhs%2BPGoasMtatHfrR8gdiEuDtguR%2F6xu%2F9GU9qp0xBX7KFISUi815jmJP5y4xozaR1jwjy%2BdCIw%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=AVxigLLqCkLHETtmFM9xQo02HRIfFUvLWuS7eF5DvlRnhdBCBTo14PHgToz9%2BvPvqvOt7RnOs0iGOdFewi%2BQX51U8e9nY5X0g%2FY6IPbc2qekGQX%2BX7PBHVTSZbiVI0F6ujLE38c5wxnhx2LHr8nOUXYETdgkJ5KI7wgcQcTYD3x3hysEQf2hxodPQpio1J%2BWVCoyDhWexcPStxioRLrjdaf924MRurtutWgj7HgHpQ9Cyka3ow%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=AVxigLI9SINM9H9w0%2B97C7AlJSp1Stw0qBQmG176gnPbVt55Psp7wXiZeYxys2464t2Gun%2B1MJc%2BSCdNdrzNdyDV0ExRHjlewDyakqw7QMxtjl51o6f5fpvIYKUsEiPb9j%2BbB4V%2FOOPjKo2uDsja2%2BulUSHC5aYtCP2p%2F30dZIPIzYiU1eQ8KoKK7%2FA6kZ7uSf9k%2BubGc0oObYPm1%2BmmNH99Ulqr&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=AVxigLI9axVaL8BnbVWWZ8wvK6WUPQGsInLBjoYS9TJ2EO8IeFwcbHDlt6ySelAeKCq5kXTs2D%2BSWutBp3u9G3g%2BMYHSB3JYz1gTmM7mos2ucmBhbuSkmsjFAdlKHEUQAcBLHUronwXAVgiN%2BtXa2Wd1ijdMITh%2BRZTvyVZoJHGKZZ5jGLJakbH6TVxRF5Vql9U5oqWyAREzJ%2BeT7xlKyqT9bKHp%2Bw%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=AVxigLLz8rNxraaJXCSC8OypNck8WoHcsmqC1BzLYDoQPKBdcX8%2FnV8f8Endsh9lcy2HVlyP6SEDPDmAviNNRb647lHmQbLWm7O8hRU8%2F4nj7q4di4wF66IA%2BTAZvji71Zw7g7fWNohrlTrPouNW%2BRmBISmDoGvFQ1GAAMy4Elf9VGGcfoUHVMIV9H%2FpiKT3CPhUJVEEXErkMXweSenDPKO4ghDpu238bi8%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=AVxigLKJd%2BnzwTdJNrWnL6v%2B8xEu2ixPoBHv%2BnQXdfiCPf89XwNrpo8zuHKlkDEVCBpN8y9myYQTANBHRRhQ%2F%2B%2BciUh63j8zLZDRZ930B%2Bfvq%2BxKSfJXIGnnyWlvXM7pArjV%2BvQXwmgWA5yp%2BbpIQ%2B7qHl%2BaNu%2BFiV3eIe7VGWycHRYToSxEzlrzvspy9x2YPhdAe4GWCbecjfeNLTvYeRaaSBk%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=AVxigLIRHRFtqysCUGe4cpUggyhJSKBpoizMfhndrU0HA2oubDzGVQqYeRydU3zqD5jd0Al8A0unIzATvxNRqMpfkJojbH9UkzmVoILCkn%2FIaoULxVx1C34qB0hVGrFH3gRHjwaQ0%2F7n2ViytYWVbsLAJzRdDQTdtIj6nLeygsxH3NhzAT0KdlLrX%2FAPOxV3F1juWDf6oVUaxXwEsrc%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=AVxigLLraiqyzkZwGbBC02wVb0NwU6L4paL2OgUtN7tkZqyVB%2FpFtZxFTWtWRjVcxZiL9IhyJl%2BQxRSPEu27Qby9K%2FjFTt%2BMdtpRaSQ7hYJ27MTlVI7DlzTVYu0KbXbhoXyAJRgi0pAhgRTUva7GS6JOdtN6P1p8%2BVAMTaMoKcjGoTCQNdEZ8pNeuVNy2BVdR%2FKxu1C3hw%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=AVxigLLolmGj9MuLgUp%2F8pDTkZOaA6XAI4YJhg2zCwnWZvt0n6o2SYTpVsgk7Sq%2BUwrG9vb8h78MBY9k48IvsoWArQbm%2F2vKN9w9f%2BK3e4pEQ70VCJ9JY%2Fd%2BL02KENndPJaSfnije9sWS1HGrWYgjQN7kcKlSRVdC2K8BdHs4MYlEN8k9z8Pd48tYFJAq3mGDEPvYBtw&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=AVxigLIvsFqmR0DAF5x2EKFLivNENB5KHFYQuie4R87%2F1iVfE9Yn%2ByeiExl2y4BuFb8wYJI7U1BTwCuJWy%2FfH0R3gf1cNuAxh1ZO3f2VR64WrGznFLxMVyuzR2aYfh7xMDg0dQTBYDezh5gnYud4oqIcMwbMy9Ajj6phlmkeHmIJAZgO%2FVd4fhAO34IsC6wgHPRboVcPz0cvQshR0A%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=AVxigLLdP2aaJNc9EvzM1Kfy7%2FgYhg08q8OapkxwO2XedjsNjH5AHQl6ZL6bC25uY69vnmsyn0cm12IUQstlvoJ6xD%2FB4m%2FhukMyC6bn2NNJEdCtf8bgOmPhVg2UsIMd7jol6%2F0KAwgmM1300e4CmZeDOfT1F2TWJCG3TOlxRru6FMYzzneL7%2BTMf%2BlGmKsQ7xArS9YRF00n0g8ZXQvKHjFX77IMCTQJiIw%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=AVxigLILjTRldPTRq3ACPnyC4Y4MTq1Eu3VvQMdtLEetIItLHPk6004rA8FATxUgBSzkERNJAg2NNHcKdYy7aCcAP4o%2BWSbrn9xzI3Bp78wcKWzCpgurJHKIwgMy9vhdvirEba%2FEbUr%2FwT8LnywlpuxjF62ePtrz1aYUDP0zofgDtdSRE4Ws7F%2FxniSDub61ypkwFGa%2BVWuH4WxX%2FVFnpUWQbztiaf9pcr3wlTA%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=AVxigLI9cPzR5lbxlaEwJqrEHjlPApxDJxvhUsxHPusJYpz%2BH0hk6GGNhzA59GqFAOuWQe%2Bm4YPxDdbunlOPxfxf3K2KQogWvHTk1STaAPWSx6%2FwCINB%2BEOUG6VNiiTwRsxXe7trNLtlw8hqBkwmZ8YuKqRjV7RNP5Vb5tfNImfU3XtWuzam6EgGbntzc%2B4cyn8V%2FOd1HsMgxXKUJ5svF9tGUoKK9Ye9%2FZc%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=AVxigLIvsFqmR0DAF5x2EKFLivNENB5KHFYQuie4R87%2F1iVfE9Yn%2ByeiExl2y4BuFb8wYJI7U1BTwCuJWy%2FfH0R3gf1cNuAxh1ZO3f2VR64WrGznFLxMVyuzR2aYfh7xMDg0dQTBYDezh5gnYud4oqIcMwbMy9Ajj6phlmkeHmIJAZgO%2FVd4fhAO34IsC6wgHPRboVcPz0cvQshR0A%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=AVxigLK5l1j6A3eGCHzjuwcBvJn%2F8EF5JbKqHRS8rWYaaO6IUKEBCWDiQfii8InBD2dc6QeaMMlPVCBNwBeGouyQCjKQqehln6hHGFO%2FyEuX7318oqBo5fCE%2BecQL%2FN5a8rm2cgxhKTKfEifapkjyvTVzkKHqyPJ078035moJ9Rprcj1vY5l92xbfvtjy4eTYgBMaSna%2FZlVdv1blOSZXUo%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=AVxigLLtQnhTYGu2m1EWh6VnZ5xSVKYeNjQBfMQ3kG1KJj3VxrtDs3E2dmTwCLe%2FZbP3A5QNDhwx5rhSflt5hhu7gb9A5ePWjcR1R1jdjCDe2pVmuUAsljDNpbfW0XjGWY7CHOPNZA3XxYXE%2BwU0Q%2BFEeA0xbQ6i61RAhFvvmf3827NcLg%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=AVxigLLj1Mm6xRWHgP8EzvWP1NP7tI2j9hNjBnS2d8jcKVVrkHgMdG6wcnrlKBntTHUzk95IyWZcA8yMSSKTEW7Qrxv3G8P2KELapcJdwJ3%2BVl52dTgD0G31VtjWfaBh7dc3RkHRp8gPoY2L1XXHpgYQWtmYoA8GrtidKfYUAMfCG%2FfHSFLdmxO2LXAgdhyhww%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=AVxigLLRrfO9wfc6W16RA3H0%2BB2agb%2BcbeJMAZS%2BSk7MYYjDl%2B7DQo6h%2BrOmhcMRkmfHTzYdT9U8xHHAAl2VjiKWoAoMnL1xAiyVpadMx22BRq6sikxUfNuOTpBxTcouJJOhwCugmchDSea9oEmld%2B6bRFEGi75Y9zDyhGmDrRUo&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=AVxigLKA73dUKzoKfQmwm83EnaanyBizVGHSogjAJlgzQH3NqbvqXeKlrKnPqYAiOSbMG3E9JlcgNdVZtC2Xn4MPL8bjYYIIwUTwNWuIalTCPtOLMGaQkrshLJR6jK04iFYX%2BQmKEYTBfXplJ%2FDFdAntV2UUBq2r%2FWGIxOnkrMeHLl40AeQgE4VaTTlqqw%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=AVxigLIRrNRljp4whjot94EVRdFn0HivHGhOD3h8uH66xEy9MUlFvbZFdmKgqbf3UTtszPCFbGjb4sIbAn36MA4noowcT5f6k9kVQ4%2FvfeK7MhfGpiDd9E9piKKhQEVCLXBo6D%2BmrI3VSMuP6SdTc7akT0St3sCx8QExW9yzTS1%2B%2BOOpWSDLIOtGCbrgk%2B4H3r%2BYMaxcWQ%2BKfQ%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=AVxigLJ3iz6WbC%2FpkLCGfHbFL96VAlNCXGZlZp%2FUwxK%2B%2BvMnybJ5aCvlljFjCjthEomzi2JV%2BFip0q%2BfJu00VcyN0nVfEGPtK4%2FCXNxVdch7HHmbVUBS9hqUXwOZ%2BHYn%2FnM2URV%2BZwCkMxyikhXzLnNvgUG3Fbmcp4DD0f1KTOWV9thgBaNo%2FQWHP0EZ0Q%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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&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=AVxigLJot5haezJ49u7Jn5AK3vvFR9t3y1wcq6%2FgPG1%2B%2BtpIgz1CQoaTk9hR2S8Gdz9GBbxEmYgfbgtJoH6yYzBjQJNMocFEIoGlnu7A%2BamKG1La%2BslLFSs8TsRQsYTTbCQbuLc5o0ZBIGbN1dtqOj3nZ5Z6VMhd5n0UFVG8YaVYyUxkHA%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=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![Talk to us to find out how we can help you fast + affordably.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046841.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLQ2e0kP7%2FiK0zvq0MuPDwtw8X%2FfZmXu7977hAwit6w56vw2BC9auH03T%2ByJqv7iUiXMVJeAjs6dFuP81N%2F8POhaI40emYWUt3ToUdUEvTSoVTwYQknrLA3jpulg%2BfrAACfGE4X9bst6%2F4M34%2FT8Ul3uyFUHkgXwhVFjKyIWZNu&webInteractiveContentId=185823046841&portalId=8302174)

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

**

[![See where Rayven's been in the media recently.](https://no-cache.hubspot.com/cta/default/8302174/interactive-185823046770.png) ](https://www.rayven.io/hs/cta/wi/redirect?encryptedPayload=AVxigLLIuM737gDiaykKKx0wpL6vFmLMRc6uQm3G2p9oMxhdD6mQGbBd9p36ZOV30KTFZ8Q3iU8dziTd%2FoImhI50pRSKn1OSPNquluXHLA1w%2BZvYAnxjYZ0ONIZGWqEZ3SsLy%2BBTtlx1aSMDGAYuknHNuoHk9WijZqd4O4oGtLp%2Bdmdf1dBlAlo1nJZ%2FiS8hzMA18Q%3D%3D&webInteractiveContentId=185823046770&portalId=8302174)

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

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

IBM INTEGRATION · BUILT FOR EVERYTHING ELSE

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

Connect **IBM Planning Analytics** to every system and workflow your business runs on. Turn your IBM data into real-time operational intelligence + AI-ready insight.

[Get my IBM 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) + ![IBM Planning Analytics](https://www.rayven.io/hubfs/000%20-%20Rayven/Rayven%20Partner%20Images%20+%20Files/IBM-Planning-Analytics%20Webp.webp)

Live demo · Claude querying IBM + ops via Rayven MCP

RS

What's the status of the ERP + accounting → IBM Planning Analytics flow today?

C

**All flowing.** Actuals stream into the TM1 cube is live. No blockers flagged.

ERP + accountingIBM Planning Analytics

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)
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- ![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)
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- ![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)
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- ![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)
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- ![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)
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- ![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

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

Actuals reach TM1 through scheduled loads, so cubes lag the ledger. Allocations run overnight, Planning Analytics Workspace refreshes wait on the batch, and AI scenario work stalls because cube data sits behind the load window.

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

- ERP and accounting ledgers that hold the actuals every TM1 cube plans against
- CRM pipeline that should drive the revenue and allocation model
- Data warehouse and BI that need TM1 forecasts and allocations for reporting
- HRIS that feeds headcount into workforce and allocation planning
- Ops systems holding the volumes and drivers behind complex allocations

 What Rayven reaches

### ERP, accounting, ops, BI + 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.

- IBM + every ERP, accounting and data warehouse system
- ERP, accounting, data warehouses, CRM, HRIS + 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

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

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

ERP + accounting → IBM Planning Analytics

#### Actuals stream into the TM1 cube

Actuals from [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations) and [accounting](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration) load into TM1 cubes by entity, account and cost centre as they post. Cubes hold live numbers, not last night's load.

U

Booked revenue vs IBM closed-won this month?

AI

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

IBMERP + accountingNetSuite

CRM (pipeline) → IBM Planning Analytics

#### Pipeline drives the revenue model

Live opportunities from [Salesforce](https://www.rayven.io/solutions/data-integration-platform/crm-integration/salesforce-sales-cloud-integration) flow into the revenue and allocation model. Driver-based forecasts rebuild on real pipeline between cycles.

U

Snapshot of activity in the last 24 hrs?

AI

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

IBMCRM (pipeline)

IBM Planning Analytics → Data warehouse + BI

#### Cubes push back for reporting

TM1 forecasts and allocations push to [IBM Db2 Warehouse](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/ibm-db2-warehouse-integration) and BI with dimensions intact. Reporting and the plan read one set of numbers.

U

Trigger work orders for yesterday's wins.

AI

**9 jobs created.** 5 picked, 3 scheduled, 1 awaiting parts.

IBMData warehouse + BIWMS

IBM Planning Analytics → AI agents

#### AI-led scenario modelling on the cube

Every cube, dimension and version streams into Rayven's data fabric. AI runs what-if scenarios, drafts variance commentary and flags forecast risk across allocations in real-time.

U

Anything that needs my attention right now?

AI

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

IBMAI agents

HRIS → IBM Planning Analytics

#### Headcount feeds allocation planning

Live headcount and role data feed workforce and allocation planning. People-cost allocations track the real business, not a period-old census.

U

Snapshot of activity in the last 24 hrs?

AI

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

IBMHRIS

BEYOND INTEGRATION

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

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

01

 

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

IBM 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 IBM and every other connected system. Your AI stops guessing - cites real IBM records + numbers.  
[Learn more →](https://www.rayven.io/solutions/custom-ai-solutions/rayven-mcp)

03

 

#### Automation + AI agents

Workflows + AI agents act on IBM 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 IBM 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. IBM stays IBM. Rayven works on what you've already built. Specifically tuned for **TM1 cube mapping + rule-aware allocation sync**.

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/financial-planning-integration/ibm-planning-analytics-integration#>

IBM INTEGRATION · WHICH PATH

## Pick the right tool for your stack.

IBM 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

IBM to other SaaS

Yes

Best in class

Yes

DIY effort

IBM 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

TM1 cube sync + PAW writeback

Built in

No cube-aware sync

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.

99.9% platform uptime

#### 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.

TM1 + PAW REST NATIVE

#### Built for the TM1 cube engine.

Rayven drives the TM1 REST API and Planning Analytics Workspace natively, mapping cube structure, dimensions, elements and rules. Real-time sync loads actuals into TM1 and pushes allocations and forecasts back to the warehouse and BI without the overnight load.

5/5 · 140+ REVIEWS

#### We stay after go-live.

No handoff. No disappearing. Rayven is a **long-term partner** when your IBM 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 IBM data needs to live. Your residency, your rules, your local compliance environment.

FAQS

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

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

##### The 30-minute call covers

- Your IBM + 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 IBM Planning Analytics integration?

IBM Planning Analytics integration connects TM1 to the systems that hold your actuals and drivers - [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), [accounting](https://www.rayven.io/solutions/data-integration-platform/accounting-software-integration), [CRM](https://www.rayven.io/solutions/data-integration-platform/crm-integration) and the [data warehouse](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration) - so cubes plan on live data. Rayven delivers it as part of an [AI data fabric](https://www.rayven.io/solutions/data-integration-platform), not a single-purpose connector.

#### How does Rayven connect IBM Planning Analytics to other systems?

Rayven uses the TM1 REST API and Planning Analytics Workspace for real-time bidirectional sync. Actuals, allocations, forecasts, cubes and versions all flow as first-class integration events. See [the Rayven Platform](https://www.rayven.io/platform) for how the integration and data layers fit together.

#### What systems can Rayven connect IBM Planning Analytics to?

Rayven connects TM1 to 1,228+ systems including [IBM Db2 Warehouse](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration/ibm-db2-warehouse-integration), [Salesforce](https://www.rayven.io/solutions/data-integration-platform/crm-integration/salesforce-sales-cloud-integration), [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), and sibling planning tools like [Oracle Hyperion Planning](https://www.rayven.io/solutions/data-integration-platform/financial-planning-integration/oracle-hyperion-planning-integration) and [Board](https://www.rayven.io/solutions/data-integration-platform/financial-planning-integration/board-integration). Custom integrations are part of done-for-you delivery.

#### How long does IBM Planning Analytics integration take with Rayven?

Most Planning Analytics integrations go live in 2-12 weeks. A single actuals-to-TM1 or cube-to-warehouse feed runs in 3-4 weeks; a full planning fabric with AI-led scenario modelling runs 6-12 weeks. Choose [DIY, done-for-you or hybrid delivery](https://www.rayven.io/solutions/data-integration-platform/financial-planning-integration#delivery).

#### IBM Planning Analytics already has the TM1 REST API + Cognos. Why does Rayven add value on top?

The TM1 REST API and the native Cognos link cover the IBM path well. Rayven adds value where they stop: real-time rather than scheduled actuals, ledgers and warehouses outside the native path, rule-aware allocation loads, and the AI scenario and agent layers on top. Rayven complements Planning Analytics. See [how Rayven works](https://www.rayven.io/platform).

#### What are the technical specifics of IBM Planning Analytics integration with Rayven?

Rayven connects to IBM Planning Analytics through the TM1 REST API and Planning Analytics Workspace using token and API-key authentication for real-time bidirectional sync. TM1 cube structure, dimensions, elements, hierarchies and rules are mapped natively, with feeder and rule behaviour respected on load. Actuals from ERP and accounting post into cubes by entity, account and cost centre as they land, rather than through scheduled loads, so budget vs actual and allocations stay current. Rate limits are managed through batching, queuing and back-pressure so large cube loads never throttle out. Approved forecasts and allocations push back to [ERP](https://www.rayven.io/solutions/data-integration-platform/erp-integrations), the [data warehouse](https://www.rayven.io/solutions/data-integration-platform/data-warehouse-integration) and BI with dimensional mapping intact, and the native Cognos Analytics link is preserved. Cube security and access rules are respected on every write. Validated against IBM Planning Analytics with TM1 models running FP&A, allocation and workforce planning.

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<https://www.rayven.io/solutions/data-integration-platform/financial-planning-integration/ibm-planning-analytics-integration#body> 

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