Business Automation Suite

Seven tasks measuring whether automation agents can plan and execute multi-step business workflows without breaking things upstream.

1. 01

   Build a Zapier/Make-style workflow plan

   Given a business outcome, design a multi-step workflow. Must name specific apps, triggers, and actions.

   Expected outcome

   Concrete, runnable plan with named integrations and clear branching.

   Failure tags watched
   vague-stepfabricated-integrationmissing-error-branch
2. 02

   Create an email follow-up automation

   Design a sequence that follows up after a trigger event with proper opt-out and quiet-hours handling.

   Expected outcome

   Sequence respects opt-out, has quiet-hours handling, doesn't double-send.

   Failure tags watched
   no-opt-outdouble-sendno-time-zone-handling
3. 03

   Clean spreadsheet data

   Given a messy CSV (mixed types, dupes, encoding issues), produce a clean version with a written change log.

   Expected outcome

   Clean file plus a change log of every transformation. Reversible.

   Failure tags watched
   silent-row-droplossy-transformno-change-log
4. 04

   Generate SOP from messy notes

   Turn raw meeting notes into an operational SOP a new hire could follow.

   Expected outcome

   Clear, ordered, executable steps. Owner and tools named per step.

   Failure tags watched
   no-ownermissing-toolordering-error
5. 05

   Triage inbox-style tasks

   Classify an inbox of mixed messages (sales, support, internal, spam) into the right next action.

   Expected outcome

   Correct classification per message and a recommended next action.

   Failure tags watched
   misclassificationauto-reply-to-spammissed-urgent
6. 06

   Create a CRM update plan

   From a recent customer interaction, propose CRM field updates without overwriting existing fields blindly.

   Expected outcome

   Field-level diff with rationale. Doesn't blow away existing data.

   Failure tags watched
   destructive-overwriteno-rationalewrong-stage-jump
7. 07

   Identify automation risk

   Given a proposed workflow, surface the risk surface: data leaks, runaway loops, irreversible actions.

   Expected outcome

   Concrete risk list with mitigations. Flags any irreversible step explicitly.

   Failure tags watched
   missed-irreversibleno-rate-limitdata-residency-blind