Scanned or photographed invoices have no text, so an LLM given them may invent values.
Showing 9 use cases
An n8n workflow reads invoice PDFs from Gmail, checks the fields, and adds a spreadsheet row. A person reviews failures. It never pays or sends mail.
A scheduled GitHub Actions run lets Claude Code try to fix failing tests on a branch and open a pull request. A person reviews every change in the morning.
Give agents read-only access to the records they need, behind a login, with nothing else exposed.
Pull the numbers, write a short summary, get the owner's OK in Slack, then post it to your team every Monday.
One agent gathers sources, one writes the brief, one checks every claim against its source before you read it.
Watch competitors' public pricing pages, changelogs and blogs, and get a weekly email listing only what changed.
When a lead arrives, an n8n workflow gathers public facts about the company, each with a source, and attaches a short brief to the CRM record.
An n8n workflow reads each new support email, tags it, and saves a draft reply. A person reviews and sends every reply.