Use case · Self-running growth loops
Growth loops that keep getting tuned without a weekly all-hands.
On this page, self-running growth loops means loops that don't require a weekly meeting to remember to tune them, not loops with no human in the loop.
Qualia watches each product's growth loop, detects when a metric in the loop has moved enough to warrant action, and drafts the tuning move. A human on your team approves or edits it before anything ships. The loop keeps moving; the human stops being the thing that holds it up.
Best for: Studios with growth loops across multiple products where weekly review meetings have started slipping.
Before & After
What changes for the studio.
The "Before" column is what most small studios tell us their week looks like today. The "After" column stays inside Qualia's real posture: monitor, detect, draft. A human signs off.
| Before Qualia | With Qualia | |
|---|---|---|
| Frequency a loop gets re-tuned | Whenever someone remembers. In practice: when a number gets bad enough that someone notices in passing. | Qualia surfaces a tuning draft each time the loop's metric crosses your threshold; a human signs off. |
| Loops on products nobody actively owns this month | They quietly decay. By the time someone circles back the loop has lost a month of compounding. | Qualia keeps detecting and drafting on them; nothing ships until the human approves. |
| Reviewing what tuning actually did | A vague memory and a guess. Usually no record of the exact change that shipped or why. | Each drafted tuning move is on the product's record with the signal that triggered it. |
FAQ
Questions studios ask
before adopting this.
Will Qualia tune our growth loops on its own?
No. Qualia detects the signal and drafts the tuning move. A human on your team signs off before anything ships.
Then how is this 'self-running'?
The loop keeps moving because the drafting work is no longer waiting on a human to find time. The approval step is fast; the writing step is the part that used to slip.
What kinds of growth loops does Qualia cover today?
Acquisition loops driven by paid spend and store visibility, retention loops driven by live-ops cadence, and monetization loops driven by pricing and offer changes. We're explicit about what's in scope before you sign on.
Can Qualia detect when a loop is decaying?
Yes, that's the primary signal type. You set the metric and the threshold per product; Qualia draws the line and surfaces a drafted tuning move when the loop crosses it.
Next step
See it on your own portfolio.
The fastest way to know whether this changes how your studio works is to put your real stores, ad networks, and analytics in front of Qualia. Book a 30-minute call with a co-founder.
Book a demo →