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Autonomous Sales Outbound Agent

An outbound sales agent that researches prospects, drafts tailored sequences, and books meetings through CRM tool calls.

LangGraphOpenAI APITool CallingFastAPI
Abstract charcoal and magenta cover illustration for the Autonomous Sales Outbound Agent project, showing a branching outreach graph with fuchsia decision paths.

Highlights

  • Account-research subgraph combining web search, news, and firmographic APIs.
  • Guardrailed outreach drafting with brand-voice and compliance checks.
  • Calendar and CRM tool calls with human approval gates on send.

Outcomes

  • Lifted qualified meetings booked per rep by 2.4x in 60 days.
  • Cut prospecting time per account from 25 minutes to under 4.

Stack

  • LangGraph
  • OpenAI API
  • FastAPI
  • PostgreSQL
  • Redis