AI agents integrate with Streak CRM by reading pipeline stages, box custom fields, and linked contact or organization records to evaluate relationship context. Streak organizes work inside Gmail pipelines where individual opportunities, partnerships, or contacts are tracked as boxes. An agent inspects conversation recency, meeting notes, and stage progression to prepare introduction requests, draft relationship check-ins, or structure referral handoffs. External writes—such as moving boxes between stages, logging follow-up tasks, or sending personalized emails—remain proposed drafts that require explicit team approval before execution.