How Personalization Works
Your plan is not a static PDF. It is a living sequence that recalibrates when your circumstances change. Three data streams feed the adaptation engine continuously.
Biometric Signals
Resting patterns, subjective energy ratings, and optional wearable data inform load recommendations for each session.
Lifestyle Variables
Equipment access, available time windows, and location context determine which movement modules appear in your schedule.
Feedback Loops
Post-session ratings on difficulty and enjoyment guide future exercise selection and volume adjustments.
Variable Response Simulator
Select a lifestyle variable below to see how a sample micro-training plan shifts in response.
From Input to Module
When you log a poor sleep score, the engine reduces session intensity and prioritizes mobility over heavy loading. If you mark yourself as traveling, bodyweight-only modules replace gym-dependent exercises automatically.
These shifts happen before your next scheduled session — not at the end of a training cycle.
Why Changes Occur
Every plan adjustment includes a brief explanation of what changed and why. You always know the reasoning behind module swaps, volume reductions, or exercise substitutions.
Visible Logic
Change summaries appear in your dashboard after each adaptation event.
Manual Override
Prefer a different approach? You can request a module swap at any time through your account.