Diagram-style view of training data pathways

The Blueprint Behind Your Plan

No opaque black box—each micro-session is assembled from documented inputs you can review at any time.

Four Layers of Configuration

Our generation pipeline processes your profile through sequential filters before output reaches your studio dashboard.

Biomechanics intake

Movement patterns, range observations, and load tolerance markers form the structural base of every block assignment.

Lifestyle mapping

Sleep rhythm, commute load, and desk-time factors adjust session density and recovery spacing across the week.

Time segmentation

Available windows are split into micro-units so sessions fit real calendars—not theoretical hour-long slots.

Equipment filter

Only movements compatible with your saved gear inventory pass through to the final micro-plan output.

Flowchart representation of plan generation stages

From Raw Inputs to Session Blocks

Each input category carries a weight in the assembly logic. When you update a lifestyle factor, downstream blocks recalculate without rebuilding the entire week from scratch.

This incremental approach keeps your macro structure stable while micro-elements stay responsive.

Diagrams You Can Read

Visual breakdowns in your account show which variables influenced a given session. If a block was shortened due to time constraints, that reason appears in the session notes.

Annotated chart showing variable influence on sessions

Test the Calibrator on the Home Page

Adjust bottleneck and constraint selectors to preview how filtering reshapes a sample micro-session in real time.

Interface panel showing calibration controls