AI_Twin_Leads.csv

AI_Twin_Run_Log.csv

What you’ll build (in 60–90 minutes)

A governed AI twin that:

• drafts an outreach or ops message,
• parks it as a Gmail draft (never auto-sends),
• pings you for Approve / Reject via a unique Wait-for-Webhook link,
• logs costs, tokens, and outcomes to a sheet,
• and computes a “money slide” (time saved → $ ROI).

Why this matters: you’re not buying prompts—you’re installing an approval flow with structured outputs, budgets, and run-logs. (OpenAI Structured Outputs provide clean JSON; n8n Wait node gives one-click approvals; Gmail Drafts keep humans in control.) (OpenAI Platform)

The minimal stack (free/low-cost)

• n8n (cloud or self-host): orchestration + webhooks + approvals. Use Webhook, Wait, HTTP Request, Gmail nodes. (n8n Docs)
• OpenAI API (or Azure OpenAI): use Structured Outputs (JSON Schema) for predictable drafts. (OpenAI Platform)
• Google Sheets (or Notion) for run-logs; optional Notion template for case cards. (Notion API)
• Gmail for “draft-only” safety. Use n8n’s Gmail node or direct Gmail API users.drafts.create. (n8n Docs)

Security note: bake in prompt-injection defenses and human-approval gates (HITL). Use OWASP LLM Top 10 language to explain guardrails to clients. (OWASP)

Pick ONE quick-win track (choose now)

1. Lead Reactivation (past leads, abandoned proposals).