# Attio Integration Patterns
Use-case specific workflow patterns for the Attio MCP server. Each pattern is self-contained with code examples and cross-references to the golden-rules and tool-reference files.
## Pattern Selection Guide
Choose the pattern that matches your workflow intent:
| User Intent | Pattern File |
| ---------------------------------------------------- | ---------------------------------------------------- |
| "track investors", "fundraising", "LP", "term sheet" | [investor-fundraising.md](investor-fundraising.md) |
| "product usage", "PQL", "activation", "signup flow" | [plg-product-led.md](plg-product-led.md) |
| "renewal", "churn", "health score", "CSM" | [customer-success.md](customer-success.md) |
| "webhook", "form submission", "Slack notification" | [revops-automation.md](revops-automation.md) |
| "sales", "deal", "pipeline", "opportunity" | [sales-pipeline.md](sales-pipeline.md) |
| "stage", "auto-advance", "progression" | [deal-stage-automation.md](deal-stage-automation.md) |
| "lead", "qualification", "inbound", "form" | [lead-qualification.md](lead-qualification.md) |
| "list", "organize", "filter", "segment" | [list-organization.md](list-organization.md) |
| "import", "bulk", "batch", "mass" | [bulk-operations.md](bulk-operations.md) |
| "enrich", "external data", "augment", "Clearbit" | [data-enrichment.md](data-enrichment.md) |
| "error", "retry", "validate", "exception" | [error-handling.md](error-handling.md) |
## Pattern Categories
### Sales & Pipeline
- **[Sales Pipeline](sales-pipeline.md)** - Deal creation to close workflow
- **[Deal Stage Automation](deal-stage-automation.md)** - Auto-advance deals based on activity
### Growth & Acquisition
- **[Lead Qualification](lead-qualification.md)** - Inbound lead processing
- **[PLG Product-Led](plg-product-led.md)** - Product events to PQL scoring
### Retention & Success
- **[Customer Success](customer-success.md)** - Renewal tracking and health scoring
### Fundraising
- **[Investor Fundraising](investor-fundraising.md)** - VC/Angel pipeline management
### Operations
- **[List Organization](list-organization.md)** - Multi-list categorization
- **[Bulk Operations](bulk-operations.md)** - Mass import/update
- **[Data Enrichment](data-enrichment.md)** - External data augmentation
- **[RevOps Automation](revops-automation.md)** - Webhook and integration orchestration
### Universal
- **[Error Handling](error-handling.md)** - Universal error handling template
## Cross-References
All patterns reference:
- **[Golden Rules](../golden-rules.md)** - Error prevention system
- **[Tool Reference](../tool-reference.md)** - MCP tool signatures
- **attio-workspace-schema skill** - Your workspace-specific attributes and lists
