An AI coach that audits your work.

Neural Planner writes your program. AI Analyzer checks your homework every two weeks and tells you what to fix.

Neural Workout Planner

  • Generates a custom training split scaled to your goal, equipment and training days per week
  • Day-by-day exercise selection with set/rep programming pulled from the app's exercise database
  • One-tap "Apply as workout plan" — picks up in the gym tracker active plan
  • Clear the plan and generate a new one any time you want different exercises

AI Meal Planner

  • 1, 2 or 3-day meal plan against your current Adaptive TDEE
  • Cuisine-preference free-text field captured during onboarding
  • Dietary-restriction filters: Vegetarian, Vegan, Keto, Paleo, Gluten-free
  • Allergies and food preferences passed to the model on every generation
  • "Send to grocery list" button extracts ingredients into a checklist

AI Analyzer reports

  • Audit of training, nutrition and walking adherence every two weeks
  • MEV / MAV / MRV volume-landmark table — sets per week per muscle group scored against research-backed Minimum-Effective, Maximum-Adaptive and Maximum-Recoverable Volume ranges
  • Per-muscle status (below MEV / building / optimal / approaching MRV / above MRV) with recommended set-count adjustments
  • Deload magnitude rules built in: a 10-30% load drop OR a 40-50% set-count cut both count as a valid deload (no more false "not enough" flags)
  • Analysis window ends yesterday — today's partial-day logs never skew averages
  • Returns specific mistakes and recommendations, mapped to named exercises and meals
  • Reads partial reps, supersets, combo sets and Dropsets
  • Adherence rate computed against your active training plan over the analysis window
  • Deterministic micronutrient table flags low intake on 2-week reports
  • Trainer view can append the report's mistakes + recommendations to their client notes

Feedback loop

  • Flag any Analyzer claim you disagree with from inside the report
  • Auto-reply email via Resend confirms your feedback landed (with reference ID)
  • Admin triage queue keeps the model improving on your data
  • Status workflow: open → reviewing → resolved / wontfix

Personalisation

  • Onboarding wizard captures goal (Lose / Maintain / Gain), training experience, equipment and dietary style
  • Lose Weight, Maintain or Gain Muscle goal modes with macro presets (High-protein deficit / Maintenance / Surplus)
  • Health conditions field is preserved verbatim — never duplicated as inferred
  • Metric and imperial units throughout

Adaptive engine

  • Adaptive TDEE re-estimates your real maintenance calories from a rolling 14-21 day window
  • EWMA-smoothed weight signal (alpha 0.2) — water swings don't shift your target

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