Implement human-in-the-loop AI approval flows with the Vercel AI SDK where agents pause and request user confirmation before executing sensitive tool calls. Essential for production AI apps where you need oversight before the AI takes real-world actions like sending emails or modifying data.
- Confirm before AI sends emails, creates calendar events, or posts content
- Approve AI-generated code before it runs in production
- Gate AI database writes or API calls behind explicit user consent
- Compliance workflows where human sign-off is required by policy
Tech stack
Vercel AI SDKNext.jsReactTypeScriptuseChat
npx shadcn@latest add https://shadcnagents.com/r/ai-human-in-the-loop