Goals, schedule, preferences and available equipment.
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Product we shipped / Fitura
One adaptive weekly experience across signals people usually manage separately.
NeoLoop product · Shipped for iOS
Real product · Real interfaceBuilt end to end
React NativeExpoTypeScriptAI coachingFirebase
The problem
A useful plan has to understand more than one goal.
Goals, meals, movement, workouts, sleep and recovery often live in separate tools. The user is left to turn that fragmented context into a realistic week and keep adjusting it as life changes.
The product loop
Personal context becomes a plan—not an unexplained command.
A seven-day plan across nutrition, movement, workouts, sleep and recovery.
Meals can be logged by photo, voice or manual entry; progress remains visible.
AI-proposed plan changes are shown for review before they are applied.
A connected weekly experience with coaching, progress views and reminders.
Inside the product
What the product demonstrates
Live interface sequence
What NeoLoop built
Product design and full-stack mobile engineering
NeoLoop led product design and full-stack implementation: guided onboarding, the AI coach, planning and approval flows, meal logging, progress views, reminders, subscriptions and iOS releases. The mobile client uses React Native, Expo and TypeScript with authenticated APIs, AI coach streaming, Firebase services, analytics, monitoring and subscription entitlements.
What the product demonstrates
- Multilingual, guided onboarding and personalized context
- AI coaching connected to a structured seven-day plan
- Photo, voice and manual meal logging
- Review-before-apply changes and visible progress
- A production mobile stack with subscriptions and iOS delivery
Control by design
Fitura proposes. The user decides.
Plan changes are presented for review before they are applied. The interface keeps the proposed action, its context and the user’s decision visible instead of changing the plan silently.
Many inputs, one recommendation, a clear approval point.
The same pattern fits business systems that must collect context, prepare a bounded recommendation, explain the change, require approval and keep a usable history.
Have an idea for your company?
Tell us what you want to build or improve.
No technical brief needed. Describe the problem or idea in plain language. We’ll reply with our first recommendation and the simplest next step.
Fitura was built and shipped by NeoLoop. It is a NeoLoop product, not a client project; no user or business outcome is claimed.Contact NeoLoop
What do you want to build or improve?
No technical brief needed. Tell us the idea or business problem in plain language. We’ll reply by email with our first recommendation and, if we can help, suggest a short call.
hello@neoloopai.com