System design • modular + scalable

A modular, API-driven architecture that supports scaling from MVP to enterprise.

The platform is designed in layers: Client Experience → Coach Operations → Growth (referral/community) → Automation → Analytics/AI.

Client Mobile App

  • Fitness logs: weight, steps, habits, water, sleep
  • Coach plan view + session booking
  • Community feed + challenges
  • Referral link + wallet view

Coach/Admin Web Panel

  • Leads pipeline + follow-ups
  • Client profiles + progress dashboards
  • Program management + payments
  • Community moderation
  • LMS course management

Core Services

  • Auth + roles
  • CRM + automation scheduler
  • Referral engine + wallet ledger
  • Notifications (push/WhatsApp/email)
  • Analytics events pipeline

AI Layer (responsible use)

  • Personalized nudges and reminders
  • Follow-up message suggestions
  • Lead scoring + priority queue
  • Content assistance for coaches
AI supports operations; final decisions remain with the coach/admin. Data privacy rules apply.