Workbench
A local surface over the same engine. Everything here can be done in the API or from the CLI.
your CSV
any columns, any order — nothing leaves this machine
→
rules applied
plain-text rules your team owns · every matching rule applies in order, the last to set a field wins
→
categorised + the reason
your file back, enriched · every row carries the rule that decided it
→
verify · nothing underneath changed
reconcile · vs your model, row by row
impact · a rule change, before you ship it
RUN
Categorise, audit, verify, reconcile — any combination, one click.
Run something →
RULES
Build rules step by step, in plain English — the engine reads them back to you.
Build a rule →
GROWTH LOOP
Find what no rule claimed, and draft the rules that would claim it.
Close the gaps →
IMPACT
Preview exactly what a rule change does, before it ships.
Compare rulepacks →
ENGINE
checking…