before: manual updates
after: per-athlete plans adapt around readiness
COACHES
Manual recalculation is slow. Clients still need clear plans, clear explanations, and conservative guidance when signals conflict.

WHAT CHANGES DAILY
after: per-athlete plans adapt around readiness
after: every adjustment is explained plainly
after: low-confidence guidance is held by the safety layer
WALKTHROUGH
Product screens show how daily guidance, plan changes, and explanations come together.


CAPABILITIES
Low-confidence or conflicting signals can trigger a safety hold before guidance is shown.
Sessions can be kept, modified, shortened, or moved based on readiness, equipment, schedule, and progression rules.
Preferred windows, calendar pressure, travel, and time limits are considered before training is shown as the plan.
Fatigue, soreness, and sleep context can reduce load, swap sessions, or pull the plan back when needed.
BUILDING WITH REAL USERS
We are currently building with early testers across training, trainer-led, and everyday fitness use cases. Formal outcomes and product metrics will be published once the beta cohort has enough usage data to report responsibly.
Small cohorts. Careful onboarding. Safety checks built in.