Breaking Automation Loops and Restoring Quota Headroom
A 60-person professional services firm runs its delivery process on one 4,800-item board. There are 74 active automations. Common recipes include: when status changes to Review, notify the account manager; when status changes to Approved, create a subitem Invoice; when a subitem is created, change the parent status to Invoicing; when a date arrives, notify the team; and when an item is created, post to Slack. By the 10th of the month the account has used 22,000 of its 25,000 automation actions. Users report duplicate invoice subitems, statuses flipping back to Review, and notifications arriving days late. The firm cannot buy more actions this quarter. The only person who understood the automations left last month, and there is no documentation. Forms create about 200 items per month.
1. Diagnose the likely causes of duplicate invoice subitems, flipping statuses, and delayed notifications. What evidence would you inspect?
Read the worked answer
Duplicate subitems usually come from overlapping triggers: more than one automation creates an invoice subitem on Approved, and a form or integration may create a second item. Status flipping occurs when two automations write the same status column with different conditions, or when a subitem-created automation updates the parent and retriggers another status-change automation. Delayed notifications are consistent with quota throttling and a backlog of queued runs, not with a slow human. Inspect the automation activity log, item activity log, and run counts per recipe. Look for recipes that trigger each other in a cycle: Approved creates subitem, subitem creation changes parent status, parent status change creates another subitem. Also check for duplicate recipes with the same trigger and no condition. Evidence first, redesign second.
2. Propose a target automation design that keeps the process working within quota. What would you consolidate or remove?
Read the worked answer
Consolidate around exceptions and daily summaries rather than every event. Replace per-item Slack posts with one scheduled daily digest. Replace per-status notifications with one custom automation that notifies only when status becomes Blocked or At Risk, and only if the account manager is assigned. For invoicing, use one automation: when status changes to Approved and no invoice subitem exists, create the subitem. Do not let subitem creation write the parent status unless a condition prevents re-entry. Move date-based reminders to a single daily scheduled automation. Remove trial, duplicate, and orphaned recipes. Archive Done items so scans are smaller. Target roughly 10-15 owned automations, each with a named purpose and a condition. Validate in a sandbox board before changing production.
3. What governance would prevent this from recurring after the redesign?
Read the worked answer
Create an automation register: name, owner, trigger, action, condition, quota impact, and last reviewed date. Restrict automation creation to a small group, or require review for new recipes. Test changes on a copy of the board, not production. Add a monthly quota review at 60% and 80%, with top recipes by run count. Document the invoice and status rules in plain language so the process does not depend on one person. Add a change log and a rollback note for each automation. Review form and integration feeds for duplicate creation. Finally, assign a business owner for the board and an admin owner for automations; without both, the same loop will return.