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Automation Health

Demo data

Whether CARL is actually doing its job well, measured honestly.

Company context: All Companies

What this module does

  • Track extraction accuracy against human corrections, field by field.
  • Report how often drafts are approved unchanged, edited, or rejected.
  • Show which automations are running, which are paused and why.
  • Highlight where confidence scores are systematically too high or too low.

Demo status

Automation health figures are illustrative. Genuine accuracy can only be measured once real work flows through the system.

Working in this prototype
  • Demo accuracy and approval-rate figures based on the sample enquiries.
No live system is connected
CARL, the Flamekut Profiles AI operating partner
CARL in this module

CARL reports its own error rate. Where it has been corrected, it says so.

If accuracy falls, a person pauses the automation. Nothing is self-approving.

Ask CARL about this module