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.
Book a demo
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.
By Doğan Turan, Co-founder, Qualia
Best for
Studios with growth loops across multiple products where weekly review meetings have started slipping.
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.
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.
Questions studios ask before adopting this.
Built for studios of 2-10 people running 3-20 live products. Human-in-the-loop by default.
No. Qualia detects the signal and drafts the tuning move. A human on your team signs off before anything ships.
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.
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.
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.
Weighing this against another tool?
If you're evaluating self-running growth loops against tools you already use, start with one of these honest comparisons.
Related glossary terms.
Short definitions for the operating concepts this page touches.
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