{{contact.pending_document_text}}, and assign a status tag like ai-pending-review.
approved-to-send tag; otherwise, keep the draft queued for manual review.
Set up an everyday AI task automation pipeline for our sub-account (<YOUR_LOCATION_ID>):
1. In Automation > Workflows, create a workflow triggered by Inbound Webhook or Form Submitted to capture incoming files and store raw text in {{contact.pending_document_text}}.
2. Add an isolated AI Action to extract structured fields (invoice date, vendor, total amount) into dedicated contact custom fields.
3. Add an Internal Notification step to push the extracted summary to our phone, with an If/Else branch that waits for an approval tag before sending client confirmation emails.
# Inspect existing workflows and custom fields via ghl-crm ghl-crm workflows list --context <YOUR_CONTEXT> --location <YOUR_LOCATION_ID>
Official GHL MCP vs. ghl-tools: HighLevel’s official hosted MCP (services.leadconnectorhq.com/mcp) covers public v2 CRM records (contacts, opportunities, appointments, conversations). ghl-tools MCP complements it with workflow graph inspection & recipes, funnel/form builders, DNS/BIMI checks, and ghl-crm doctor audits.
| Step | Menu Path in GHL | Action |
|---|---|---|
| Step 1 | Automation > Workflows | Click + Create Workflow and start from scratch. |
| Step 2 | Automation > Workflows > + Create Workflow | Add a Custom Webhook or AI Action step that sends the stored text with a strict JSON format requesting only required keys (such as invoice date, vendor name, line items, and total amount). |
| Step 3 | Automation > Workflow > Settings > Stop on Response | Add an Internal Notification action to send an SMS or mobile app push to your phone with the extracted summary and a quick approval tag. |
Connect Claude Code, Cursor, or OpenAI Codex to our ghl-tools MCP Server & Rust CLI to build workflows, forms, and funnels from your editor, or start your GoHighLevel plan through our partner link to unlock $612+ in ready-to-import kits (including AI Agent Workflow Pack) and weekly live clinics.