SimulatedOne opted-in member · real pose framesMaya linked · 14 of 16 in class linked

A year with Maya.

Week1

January · 0 classes

Body · read in classWeek 1Now

Knee bend at depth69°

Hip flexion71°

Left vs right, lunge depth

Left 16% shallower

Two real frames of one squat. The path between them is illustrative.

Strength · squat block

Reps in the class's squat block, counted in class

16reps

Balance · left-right gap

Lunge depth, left against right

16%

Effort · heart-rate band

Z1Z2Z3Z4Z5

0min Z3+

What the studio seesModeled

Cancel risk, next 30 days

32%

First visit. Most never make it to five.

Projected lifetime value

$500

Dues so far plus expected months ahead

Text from Jess

The year · each square is a day, lit when Maya trainedDrag to scrub · click a marker to jumpEasyHardHold

A year with Maya

The first five visits decide whether someone stays. The next fifty decide whether they keep coming. This follows one opted-in member through a whole year, and shows what Room noticed and did along the way.

What you're seeing

The year plays on its own; drag the calendar to move through it. On the left, Maya's squat at its deepest point getting deeper. In the middle, strength and balance read in class, and heart-rate zones from a band. On the right, what the studio sees: Maya's risk of cancelling, projected value, and each Room feature as it fires. In week 23 Maya stops coming. Watch the message Jess sends, and what happens next.

How it works

In class, passively: the ceiling camera counts the squat block and reads depth, hip angle and left-right balance from the lunge block. Nobody stays for a test after class.
A heart-rate band logs minutes in each zone. That is the only place this page says "effort".
Identity, honestly: the booked spot is the identity in spot-booked formats; on an open floor, a QR spot tap at check-in. Each class shows its link rate, like "14 of 16 linked; 2 counted anonymously". Per-member features stay off until a pilot studio links 95% of members for a full class.
The booking system knows Maya checked in; Room notices when the habit breaks.
A person does the save. Room only tells Jess who to message and why.

To be clear

Maya is simulated. The skeleton comes from real pose tracking of one licensed clip: "week 1" is a real frame partway down a squat, "week 52" is the real bottom of the deepest rep, and the path between them is illustrative. Attendance, reps, balance and zones follow a fixed, seeded story. Risk and value are modeled: risk falls with visits (retention passes 90% once someone reaches visit five, per Xplor Mariana Tek's 2026 report), peaks in weeks 6–11 of a 3-month term (contract-driven cancellations, from internal research), and rises with each day past Maya's usual gap. Value is $169 a month of dues so far, plus dues for the months Maya is expected to stay. Jess's message and Maya's reply are illustrative.

Why owners care

Average annual retention in fitness is about 66%. Every member who stays a second year is worth more than any ad. A studio can't watch 400 habits by hand; Room watches them all and asks a person to act on the one that is slipping, while there is still time.