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An AI fitness app is a product that uses models for recommendations, search, summaries, or coaching assistance on top of workouts, profiles, and approved content. It is not a medical device and should not diagnose or treat. We build the mobile, web, backend, and AI services together when the product needs those surfaces.
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You want a serious AI fitness or wellness product—not a chatbot wrapper—and you need a team that can ship mobile, subscriptions, and optional wearable data with clear non-clinical limits.
A structured delivery path—not vague promises.
Roles, content ownership, AI surfaces, and what the model must never say.
Mobile/web/backend, retrieval, subscriptions, and wearable boundaries.
Ship core journeys first; add AI with tests, flags, and cost controls.
Store submission, admin handover, and monitoring for quality and spend.
Balanced guidance—not one-size-fits-all answers.
Retrieving from your approved library is usually safer and cheaper than open-ended workout generation. We use generation only with constraints and optional human review.
This page is for greenfield AI fitness products. If members already exist, use AI integration for existing fitness apps.
Proof aligned to this topic—not generic filler.
Primary capability pages for this topic.
Add AI coaching assistance, personalized recommendations, semantic search, progress summaries, and support automation to an existing fitness or wellness app—without promising medical outcomes.
Ship a fitness or wellness MVP with mobile, backend, and admin foundations you can scale—subscriptions, analytics, optional AI and wearables included only when they prove the core loop.
Add production-ready AI capabilities to an existing mobile app, web platform, SaaS product, or internal system without rebuilding the entire product. We integrate intelligent search, assistants, automation, recommendations, document intelligence, and AI agents with your current architecture, data, APIs, authentication, and workflows.
Product engineering for serious startup and SaaS MVPs—scope control, multi-tenant architecture where needed, billing, admin portals, and scalable foundations without prototype theater.
Yes for coaching and wellness products: personalization, search, summaries, and assistance with safety boundaries. We do not build diagnostic medical software on this page.
Planning highlights often start around $5,000 for a focused MVP and $10,000+ for custom mobile/web/AI. Complex systems are estimated after evaluation. A quote is issued after scoping—not from these ranges alone.
Yes as scoped features. Nutrition stays content-and-assistance. Wearables use the vendor SDK, API, or connectivity path—HealthKit, Health Connect, Oura, Fitbit, Garmin, and others when documented access exists.
This page is a new product build. Existing user bases belong on the fitness AI integration solution.
