Snap-to-log meals
Photograph any plate. Our model returns 1–2 best guesses in about a second — tweak portions and you're done.
Now in private beta
Train together.
Eat smarter.
onefloors pairs coaches with their trainees through AI-assisted nutrition logging and structured workout tracking — so progress stops living in screenshots and spreadsheets.
- Snap-to-log
- ~1s
- Macros tracked
- 4
- Dashboards
- 2
Today
Hi, Ming
Calories
1,820 / 2,400
Protein
112g
Carbs
186g
Fat
58g
Lunch · detected
Chicken rice bowl
520 kcal · 42P / 60C / 12F
98%
Today's plan
Push day · 5 moves
Bench press4×8
Overhead press3×10
Dips3×12
What's inside
The unglamorous bits, done well.
We care about the small frictions — the ones that break a habit in week three. onefloors trims them so trainees show up and coaches stay in the loop.
Four macros, one glance
Calories, protein, carbs, fat — always visible, always live. Goals update as coaches adjust them.
Structured workout logs
Plan it, do it, log it. Prefilled suggested weights, one-tap set completion, a tidy history you can revisit.
Coach dashboard
See fill rates, protein hit-rates, last active time, and per-trainee trends. Adjust goals without a phone call.
Reusable templates
Save any workout as a template, reuse it across athletes, and evolve it as their lifts improve.
Private by default
Data stays on device during beta. No cloud sign-ups, no surprise sharing. You decide what leaves the phone.
How it works
A loop you'll actually finish.
Every step is designed to take under ten seconds on a phone. The whole point is: make the habit cheap, make the feedback honest.
- 01
Pick your role
Sign in as a coach or a trainee. Coaches get a client list; trainees get today's plan on the home screen.
- 02
Log, don't guess
Snap meals for macros. Tap sets as you finish them. It takes seconds because it has to — phones live in pockets, not on benches.
- 03
Adjust in the open
Coaches tweak nutrition goals and programs; trainees see the change instantly. No exports, no ‘what was the new target again?’
- 04
Review the week
Weekly summaries surface what actually happened — fill rate, protein hits, session streaks — so the next week is better.
Built for both sides
One tool. Two jobs.
Trainees get a lightweight daily companion. Coaches get the oversight they were hacking together in spreadsheets.
For trainees
Show up, log the win.
- Today's plan on the home screen — no menus, no drilling.
- Snap a meal and get back to your life in seconds.
- Watch the progress bars move. It's weirdly motivating.
For coaches
Stay close. Stay out of the way.
- See every trainee's week at a glance — compliance, trends, flags.
- Adjust nutrition goals and workouts without another message thread.
- Reuse what works via templates; customize where it matters.
Frequently asked
Straight answers.
Is this a replacement for MyFitnessPal?
No — we don't ship a giant food database. We use a vision model to recognise whole dishes (a bowl, a plate, a meal), so you don't tap through twenty ingredients. It's a different trade-off.
Do I need a coach to use it?
No. Trainees can use onefloors solo to log meals and workouts. The coach side is optional and adds goal-setting and dashboards on top.
Where is my data?
During the beta everything is stored on-device. We're designing sync carefully and will be explicit about what leaves your phone when it does.
What platforms is it on?
onefloors is a native Flutter app. iOS is the primary target for beta; Android is close behind.
How accurate is the food recognition?
Good enough to be useful, not magical. We show 1–2 best-guess matches per photo, let you correct portions, and learn from the corrections.
What does it cost?
Beta is free for trainees and coaches. We'll introduce a modest coach subscription later; trainees will stay free.
Join the beta
Stop screenshotting meals.
Start training together.
We're onboarding coaches and their clients in small batches. Drop your email — we'll reach out with an invite.
No spam. One email when you're in.
