This agent ingests leads, dedupes and enriches them, qualifies each one against an Ideal Customer Profile with reasoning you can read, drafts a personalized first message, then holds everything at a human approval gate before anything syncs to the CRM. Qualification and outreach are real Claude calls. The integrations run on swappable adapters. HubSpot and Attio both plug into the same interface, pick which one this run writes to in Stage 04.
Pull a synthetic lead list from the (mock) Apollo source, then dedupe on a normalized company and email key and enrich each record. Real integrations swap in behind the same LeadSource adapter.
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Qualification and outreach run on Claude through a server-side function. No key is exposed in this page.
Integrations are adapter-based. HubSpot and Attio both plug into the same interface, mock stays the
safe default.