Designing CRM Integrations as Reliable Data Pipelines

Description and use

<p>A CRM integration often starts with a simple requirement:</p> <p>“When a lead arrives from another platform, create it in the CRM.”</p> <p>That sounds like a single API call. In production, it is usually a small distributed workflow involving validation, authentication, retries, duplicate detection, and error handling.</p> <p>Start With the Data Flow</p> <p>A basic integration can be represented like this:</p> <p>External Platform<br> ↓<br> Webhook / API<br> ↓<br> Validate Payload<br> ↓<br> Map Fields<br> ↓<br> Create or Update Record<br> ↓<br> Trigger Workflow</p> <p>Each stage should have

Problem

<p>A CRM integration often starts with a simple requirement:</p> <p>“When a lead arrives from another platform, create it in the CRM.”</p> <p>That sounds like a single API call. In production, it is usually a small distributed workflow involving validation, authentication, retries, duplicate detection, and error handling.</p> <p>Start With the Data Flow</p> <p>A basic integration can be represented like this:</p> <p>External Platform<br> ↓<br> Webhook / API<br> ↓<br> Validate Payload<br> ↓<br> Map Fields<br> ↓<br> Create or Update Record<br> ↓<br> Trigger Workflow</p> <p>Each stage should have

Outcome

<p>A CRM integration often starts with a simple requirement:</p> <p>“When a lead arrives from another platform, create it in the CRM.”</p> <p>That sounds like a single API call. In production, it is usually a small distributed workflow involving validation, authentication, retries, duplicate detection, and error handling.</p> <p>Start With the Data Flow</p> <p>A basic integration can be represented like this:</p> <p>External Platform<br> ↓<br> Webhook / API<br> ↓<br> Validate Payload<br> ↓<br> Map Fields<br> ↓<br> Create or Update Record<br> ↓<br> Trigger Workflow</p> <p>Each stage should have

Evidence

Designing CRM Integrations as Reliable Data Pipelines

Source