AI Workflow Automation Dashboard
A dashboard concept for monitoring an automated lead-intake workflow: form submission, AI-assisted classification, and team notification.
Overview
This demonstration shows how a repetitive business process can be mapped into an automated workflow, with a dashboard that makes each step visible and keeps a human in the loop for review.
All runs, messages, and numbers in the preview are sample data. The demo does not call any live AI service.
The challenge
Teams lose time copying enquiries between inboxes, spreadsheets, and chat tools, and urgent requests can be missed.
The approach
Define a clear trigger, an AI-assisted classification step with confidence thresholds, routing rules, and a review queue for uncertain cases — then surface it all in one dashboard.
Key features
- Visual workflow map from trigger to action
- AI-assisted categorization with a confidence threshold
- Human review queue for low-confidence items
- Run history with status and error states
- Webhook-based integration points
- Designed to work with tools such as n8n, Make, or Zapier
Highlights
Human in the loop
Automation handles the routine; uncertain cases go to a person.
Visible by design
Every run and failure is logged so problems are easy to trace.
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