Multi-Agent System Architecture
Six Specialized AI Agents Hub
Each agent has an isolated task, strict JSON validation boundaries, and a mandatory Human-in-the-Loop review gate before sending.
01READY
Business Intelligence Agent
Analyzes company website & description to produce structured business profiles and ICP recommendations.
Validated JSON Schema ➔
02WAITING
Lead Discovery Agent (Apollo.io)
Powered by Apollo.io API: Translates ICP into provider search queries, fetches verified decision-makers, and deduplicates records.
Validated JSON Schema ➔
03WAITING
Lead Research Agent
Deep-researches target company domains to find verifiable signals (tech stack, hiring) and formulates need hypotheses.
Validated JSON Schema ➔
04WAITING
Outreach Copywriting Agent
Generates tailored subject lines, personalized opening hooks, and multi-touch sequence drafts with brand tone.
Validated JSON Schema ➔
GATEWAITING
Human-in-the-Loop Review
Mandatory safeguard gate: AI drafts & recommends. The user must explicitly review and approve emails before sending.
Validated JSON Schema ➔