AI app for healthcare · no coding needed
Camera-guided adaptive fitness coaching platform
Reduce coaching hours per client while keeping form and recovery under qualified review.
Made for: Fitness coaches, physiotherapy clinics and workplace wellness teams running guided training programs
What it does for you
The problem
Coaches cannot watch every client's form, recovery and progress across sessions, so plans drift and injuries go unnoticed.
What it gives you
Coach-approved session plans and form notes linked to each client's record
What you give it
Device camera movementApple Health datasleeprecovery signalscoach-set goals
Build your own version of Impakt AI App, Impakt and more
One app with what these 4 AI tools do, yours to keep and change: Impakt AI App, Impakt, Master of Pushups, Whistle.
Everything these tools do, in one app
- Real-time form feedback Uses the device camera to monitor exercise movements and provide immediate feedback on form and repetitions.Found in Impakt AI App, Impakt, Master of Pushups
- Interactive AI coach Offers spoken instructions and encouragement during workouts.Found in Impakt AI App, Impakt
- Personalized workout plans Creates tailored exercise routines or training plans based on user goals and fitness level.Found in Impakt, Master of Pushups, Whistle
- Progress tracking Measures performance and provides statistics to monitor progress over time.Found in Impakt, Master of Pushups
- Local processing for privacy Performs video analysis and highlight generation on the user's device to ensure data privacy.Found in Impakt AI App
- Workout highlight reels Automatically generates short videos showcasing workout accomplishments that can be saved or shared.Found in Impakt AI App
- Social sharing and community Enables users to share fitness journeys on social media and connect with a community for motivation.Found in Impakt
- Motivational reminders Sends reminders and supports goal setting to maintain workout consistency.Found in Master of Pushups
- Fitness app integration Integrates with popular fitness apps for a comprehensive tracking experience.Found in Master of Pushups
- Apple Health data reading Reads Apple Health data such as workouts, vitals, and sleep to assess fitness and readiness.Found in Whistle
- Adaptive planning Alters sessions based on recent training load, recovery, and sleep.Found in Whistle
- Chat-based coach interface Allows users to refine plans through a simple chat interface with a memory system.Found in Whistle
- Apple Watch sync Syncs workouts to Apple Watch for in-session guidance.Found in Whistle
- Structured workouts with targets Generates structured workouts with pacing or heart rate targets.Found in Whistle
How it works, step by step
- Capture exercise movement through the device camera
- Give immediate form and repetition feedback during a set
- Speak instructions and encouragement through an interactive coach
- Build personalized workout plans from goals and fitness level
- Track performance statistics across sessions
- Process video analysis and highlight generation on the device
- Generate short workout highlight reels for saving or sharing
- Support social sharing and community connection
- Send motivational reminders and support goal setting
- Integrate with popular fitness apps for combined tracking
- Read Apple Health workouts, vitals and sleep for readiness
- Adapt sessions to recent training load, recovery and sleep
- Refine plans through a chat-based coach interface with memory
- Sync workouts to Apple Watch for in-session guidance
- Generate structured workouts with pacing or heart rate targets
- Compare the reviewed result with the recorded baseline and value assumptions
- Capture corrections and named-owner approval before consequential use
- Export a versioned coach-approved session plan and form notes with source references and unresolved questions
Build it yourself with your AI system
Build this app yourself, no coding needed
Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.
Sign in to see how to build it yourself
Build a quick version to try, or get the full app pack for Camera-guided adaptive fitness coaching platform with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.
4 Have it built for you days to a few weeks
Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Camera-guided adaptive fitness coaching platform with you.
What's in the app pack
Included in the Complete AI Training membership.
- The building instructions your AI follows, step by step
- The questions your AI will ask you about your business before it starts
- A clickable demo you can open in your browser, to see how it should work
- A detailed blueprint of the screens, the information it keeps and the checks it runs
Become a member to get the app packAlready a member? Sign in
The files, for the technically curious
- START-HERE.mdHow to build it with your own AI (read first)3 KB
- README.mdOverview and links3 KB
- questions.mdQuestions to answer before you build3 KB
- prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare27 KB
- prompt-vps.mdThe same build on your own server (Docker)27 KB
- spec.jsonData model, API, AI pipeline, acceptance criteria13 KB
- demo/index.htmlThe working demo on sample data199 KB
Questions
Do I need to know how to code?
No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.
What does it cost?
The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.
How long does it take?
The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.
Can I change it to fit my business?
Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.
More detailsHow the AI works, safeguards and what to build first
Reduce coaching hours per client while keeping form and recovery under qualified review. For fitness coaches, physiotherapy clinics and workplace wellness teams running guided training programs, convert device camera movement, Apple Health data, sleep and recovery signals and coach-set goals into coach-approved session plans and form notes linked to each client's record. The benefit is a testable hypothesis, measured through coach-approved sessions per coaching hour and form corrections after review; do not assume that AI output alone produces business value.
Confirm the buyer's problem and scope, collect device camera movement, Apple Health data, sleep and recovery signals and coach-set goals, then follow this sequence: 1. Capture exercise movement through the device camera. 2. Give immediate form and repetition feedback during a set. 3. Speak instructions and encouragement through an interactive coach. 4. Build personalized workout plans from goals and fitness level. 5. Track performance statistics across sessions. 6. Process video analysis and highlight generation on the device. 7. Generate short workout highlight reels for saving or sharing. 8. Support social sharing and community connection. 9. Send motivational reminders and support goal setting. 10. Integrate with popular fitness apps for combined tracking. 11. Read Apple Health workouts, vitals and sleep for readiness. 12. Adapt sessions to recent training load, recovery and sleep. 13. Refine plans through a chat-based coach interface with memory. 14. Sync workouts to Apple Watch for in-session guidance. 15. Generate structured workouts with pacing or heart rate targets. Resolve uncertain cases with qualified reviewers, approve coach-approved session plans and form notes linked to each client's record, and measure coach-approved sessions per coaching hour and form corrections after review against a documented baseline.
How the AI works
Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed exercise library and approved camera placement; final form, load and injury judgments remain with the qualified coach. A model suggestion is never a verified fact, professional decision or authorization to act.
Safeguards
Preserve client privacy, source attribution, health data accuracy and usage permissions. Qualified coaches approve substantive plan changes and referral scope. One fixed exercise library and approved camera placement; final form, load and injury judgments remain with the qualified coach. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.
What to build first
Pilot scope: One fixed exercise library and approved camera placement; final form, load and injury judgments remain with the qualified coach. Implement one approved input format, a bounded representative case set and the first two task modules: capture exercise movement through the device camera; give immediate form and repetition feedback during a set. Support the third module with operator review: speak instructions and encouragement through an interactive coach. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.
What it can connect to
Client-owned health records, authorized Apple Health exports and permitted fitness app data. Cloud session storage, wearable sync and coaching destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.
The screens in detail
Primary screens: Client intake and goals, Live session with camera and coach panel, Progress and plan review. Use a client roster with readiness flags, a large central session view showing camera form cues and rep counts, and a right-hand panel for plan targets, health data and coach comments. Let users compare sessions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant session. Make the task-specific outcome coach-approved session plans and form notes linked to each client's record visible beside its evidence, review state and value baseline.
