Technical Guide: Non-Invasive AI Integration with ERPs & CRMs
Design patterns and best practices for connecting intelligent agents to databases and legacy systems without operational downtime.
Secure Connector Architecture
Integrating AI into mission-critical transactional platforms requires isolating reasoning layers from core databases through resilient middleware APIs and strict schema validation.
Recommended Design Patterns
- Read-Only Query Layer: Leverage read replicas for natural language query interpretation.
- Function Calling with Strict JSON Schemas: Validate inputs rigorously before mutating backend state.
- Action Audit Trails: Keep verifiable logs of all agent decisions for enterprise compliance.