GenPark AI Agent Skill - CRM Bidirectional Dedup & Sync Resolver

Deterministic CRM deduplication, fuzzy company reconciliation, and provenance-weighted field conflict resolution for B2B data synchronization.

Verified by GenPark AI and compatible with Model Context Protocol (MCP).

Architecture Diagram

graph TD
    A[Incoming CRM / Lead Record] --> B[Deduplication Match Engine]
    B --> C{Exact Email Match?}
    C -->|Yes| F[Trigger Field-Level Conflict Resolver]
    C -->|No| D{Exact Domain Match?}
    D -->|Yes| F
    D -->|No| E{Fuzzy Name Sim > 0.88?}
    E -->|Yes| F
    E -->|No| G[Action: CREATE_NEW]
    F --> H[Compare Source Provenance Weights]
    H --> I[Execute Audit-Logged Merge Payload]
    I --> J[Action: MERGE_UPDATE]

Features

• Multi-Level Deduplication Cascade: Matches by primary work email, normalized website domain, and fuzzy string similarity.
• Source-Weighted Conflict Arbiter: Prevents lower-confidence enrichment vendors from clobbering verified CRM master data.
• Zero External Dependencies: Pure Python standard library implementation.
• Ready for MCP Agents: Seamlessly plugs into AI CRM integration swarms.