CRM intelligence desk
CRM Intelligence Desk is a multi-agent AI pipeline built on Band SDK that automatically detects and repairs broken CRM data in HubSpot. Four specialized agents collaborate in a shared Band room in real time: the Auditor scans all contacts for missing fields, duplicates, and stale records; the Enricher fills gaps using an enrichment database; the Syncer builds the HubSpot PATCH payload; and the Reporter posts a full summary and waits for human approval before writing anything. Nothing touches HubSpot until the human types @reporter /approve — making the reviewer a first-class participant in the pipeline, not an afterthought. Built with Band SDK, Azure OpenAI o4-mini, and the HubSpot REST API. In a live demo: 14 contacts scanned, 7 issues found, 7 records patched — triggered by just 2 messages.
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