Good use cases
- n8n lead enrichment and CRM routing.
- Lead quality triage before conversion upload.
- BigQuery-backed reporting that Claude can query consistently.
- Scheduled commentary for clients from governed data views.
- Custom AI website tools such as graders, calculators and chatbots.
- Manual approval steps where context still matters.
The important distinction is control. Automation should carry state, retry failures and keep an audit trail. It should not make invisible changes to ad accounts without a human checking the context.
