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An AI agent is only as powerful as the systems it is connected to. Integration with existing CRM and ERP systems largely determines which actions an agent can perform autonomously.
HubSpot Integration
- Create and update contacts based on email or LinkedIn data
- Automatically update deal stages based on customer interactions
- Log notes and activities for complete activity history
- Trigger workflows and start sequences
Salesforce Integration
- SOQL queries for flexible data retrieval from all Salesforce objects
- DML operations (create, update, delete) on records
- Activate Apex triggers and flows via API
SAP ERP Integration
- SAP BTP APIs for S/4HANA
- OData services for standard business objects
- RFC for complex transactions
Best Practices for CRM/ERP Integrations
- Always use dedicated service accounts for agent integrations
- Implement exponential backoff on rate limiting errors
- Log all agent actions in the source system for audit trail
- Build idempotent operations: a double call must not lead to double records
- Always test in sandbox environment before going to production

Written by
Jarno de Vries
Co-owner · AI & Tech
AI and technology executive with over ten years of experience scaling technology companies. At Your Company OS, he helps build the platform SMEs run on, with AI colleagues that take over recurring work.
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