Capability, evidence, boundary

Features described by what they can actually support.

Each area names its inputs, unavailable states, source of truth, safety or privacy boundary, and current platform status.

Web

Adaptive onboarding

Collects a required goal plus preferences and optional consented constraints to shape supported setup paths.

Evidence
Goal required; preferences, equipment and health context optional.
Can be unavailable
Advice dependent on context that was skipped or not consented.
Source and boundary
Stored profile is authoritative; health fields follow consent rules.
Web

Readiness and feedback

A quick, skippable check-in and post-workout feedback can provide context for future deterministic recommendations.

Evidence
Optional sleep, fatigue, soreness, motivation, stress, symptoms, time and challenge inputs.
Can be unavailable
No readiness-derived context when skipped or consent is absent.
Source and boundary
Server-authored safety state; not diagnosis or clearance.
Web

Assessments

Supports recommended protocols, completion history, comparisons and an optional source workout without requiring a maximal 2k.

Evidence
Completed protocol or suitable supported workout evidence.
Can be unavailable
Comparison when history or comparable evidence is missing.
Source and boundary
Assessment service and recorded evidence; safety state can limit presentation.
Web

Workout analysis

History and filtering with supported metrics, PM5 v2 evidence, provenance, confidence and explicit missing reasons.

Evidence
Imported or recorded workout, splits or normalized samples.
Can be unavailable
Any metric not present or safely derivable.
Source and boundary
Workout record and deterministic calculations; no fabricated values.
Web

Recommendations

A structured next-workout record, athlete decisions, feedback, and an optional explanation of deterministic facts.

Evidence
Supported profile, goal, readiness, history, assessment and feedback inputs.
Can be unavailable
Targets or rationale that lack required evidence.
Source and boundary
API record is authoritative; optional AI cannot alter it.
Web

Progress

Dashboard trends, personal-best or ghost references, goals and adherence based on supported history.

Evidence
Comparable supported workout and goal records.
Can be unavailable
Trends, PB references or adherence with insufficient history.
Source and boundary
Stored workout and goal records; not a performance promise.
Web

Projections

Goal and sustainable-performance estimates with ranges, assumptions, evidence and confidence.

Evidence
Suitable historical performance and profile context.
Can be unavailable
Estimate when history is insufficient or incompatible.
Source and boundary
Deterministic service; not a guarantee, target or medical clearance.
Web

Planning tools

Workout builder, training load, plateau context, race simulation and coaching history where inputs support them.

Evidence
Profile, history, goals and relevant workout structure.
Can be unavailable
Load or simulations without enough compatible evidence.
Source and boundary
Deterministic calculations; contextual estimates, not safety guarantees.
Web

Athlete-controlled reports

Create a private preview containing only the sections you choose; health is off by default.

Evidence
Selected supported profile, workout, progress or health sections.
Can be unavailable
Sections with no evidence or required consent.
Source and boundary
Preview is not automatically sent or shared; health is separately consent-gated.

Start with the evidence you have.

Available outputs vary with workout type, source, platform, provider state, consent and recorded data.