Rowfire vs a scheduled report

A report that runs on a schedule (a saved query, a dashboard, a CSV in someone’s inbox every morning) is how most teams first keep an eye on their data. Rowfire uses the same kind of query for something else: it turns each new matching row into one action.

A list versus one action per row

A scheduled report shows the whole list, every time. It runs the query and shows everything that matches right now. Yesterday’s rows are still there if they still match. A person reads it and decides what’s new.

Rowfire acts once on each new row. The query is a trigger with a clock and a key. A rule decides how often one key may fire (once ever, once per day, week or month, or every nth time) and what happens: a Zendesk ticket, a Slack message, a Braze event or a call to any REST API. A row that keeps matching doesn’t fire again until the rule allows it.

	A scheduled report	Rowfire
Output	The full list, each run	One action per new row, by key
Who notices a new row	Whoever reads the report	It arrives by itself
Rows that stay in the list	Shown again every run	Fire once, or as often as the rule allows
Where “handled” is tracked	Usually outside the report	In the ticket or thread it created
Charts, totals, trends	Yes	No
Preview	Run the query	Backtest over past days, then shadow mode

Where the report wins

• Trends and totals. “How many refunds this month” or “churn by plan” is a picture, not a to-do list.
• Exploration. When you don’t know yet what you’re looking for, a report you can slice beats a rule that fires.
• A short list someone reads anyway. If five rows a day land in front of a person who acts on them, and nothing slips, there’s nothing to fix.

Where Rowfire wins

• Each row is a task. A ticket per unshipped order, a message per declined card, each with its own owner and history in the tool the team already uses.
• Rows repeat. A declined card stays declined until it’s fixed. In Rowfire’s demo data, keying by account turns 211 declined charges into 105 tickets instead of 211 lines to sort through.
• Nobody should have to remember to look. The row comes to the team.
• Absences. A row that should exist and doesn’t, such as a trial that never activated, is a WHERE clause in a trigger (more on those).

Using both

Keep the report for the monthly picture and move the rows that need a person to a trigger. Most teams start with the report they open every day; see stop refreshing the report: turn it into tickets.