Training Load Review

What the Organization asks for before its AI team starts work.

Sport

Road cycling. Amateur, club level.

Training

8 to 10 hours a week, consistently, for four months

The problem

My numbers have not moved. Same threshold as in June.

What I think

I probably need to train more

Data

Sixteen weeks of ride files with power and heart rate

Group riding

Four club rides a week. They are the best part of my week.

Zones

Set in my training app. I think from a test in spring.

Goal

Nothing specific. I just want to get faster.

Attached by the buyer.

• Sixteen weeks of ride files (FIT, 71 files)
• Training app zone settings screenshot (PNG)

1. Athlete or coach provides approved data exports and defines the performance objective.
2. Data agent standardizes units, sessions and event labels.
3. Trend agent identifies consistent patterns without claiming medical causation.
4. Performance agent converts findings into non-medical training questions or practice priorities.
5. Pain, injury or clinical concerns are explicitly referred to qualified professionals.

• Performance objective
• Recent training or match context
• Key trends
• Consistency and pacing patterns
• Performance outliers
• Areas to discuss with coach
• Next-period focus questions
• Data limitations