You are looking at a live demo.
Everything here runs on invented data for a fictional non-profit — no real organisation, no real people.
Buttons are visible so you can see the workflow, but nothing you press will change anything.
What is this?
Coffee's escalation inbox held rows → human → the brain learns
Rows FetaCheese/Brad couldn't confidently code for this client, grouped by
vendor (or payroll memo) so one fix teaches the brain for every matching row. Resolving
writes a lesson; at 25 lessons the brain auto-retrains and next month holds fewer.
0
resolved (taught 0 rows)
0/25
lessons → auto-retrain
Inbox empty — click “Collect” to pull this month's held/uncoded rows.