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Context · Draft · Coach Approval

AI coaching software that prepares work for coach review.

Matter uses athlete context to help draft training plans, workout changes, summaries, messages, and follow-ups. It is designed to make the first pass faster while keeping coaching judgment, athlete communication, and final decisions with the coach.

Built for For coaches and teams looking for an AI assistant that works from connected training context instead of producing generic advice in a separate chat window.

Start 14-day trial Try the live demoBook a walkthroughTeam onboarding

What it connects

The useful context stays next to the decision.

Context-aware drafts

Work from the athlete, roster, plan, recent training, goals, and notes available in Matter.

Evidence visible at review

Show the coach the context and cited sources used to support an answer or suggested action when available.

Human decision point

Keep consequential training changes and athlete-facing communication reviewable, editable, and rejectable.

Workflow

Context in. Draft prepared. Coach decides.

  1. 01

    Ask or trigger

    A coach asks a question or a workflow surfaces a change that may need attention.

  2. 02

    Draft

    Matter prepares an answer, plan, adjustment, message, or follow-up from the available context.

  3. 03

    Decide

    The coach checks the reasoning and chooses whether to edit, approve, or reject the draft.

Limits matter

Decision support is not decision authority.

AI output can be incomplete or wrong. It is sensitive to missing context and source quality, and it must not be treated as medical advice, diagnosis, emergency guidance, or an automatic substitute for professional judgment.

Read the evidence and methodology page

FAQ

Questions coaches ask before a walkthrough.

What can the AI draft?

Depending on the workflow, Matter can draft plans, workouts, changes, summaries, messages, and follow-ups using context available in the platform.

Does the AI make decisions without a coach?

Coach review is the default for consequential actions. Coaches can inspect, edit, approve, or reject a draft before it affects an athlete.

How should coaches evaluate an AI answer?

Check the underlying athlete context, confirm cited sources are relevant, consider missing information, and use professional judgment before acting.

Keep exploring Matter

AI coaching platform for sports teamsSee how Matter fits across a complete team workflow.Product overviewExplore the athlete management and training workspace.Worked exampleFollow a labeled example from context to draft and review.Evidence and methodologySee the inputs, limitations, coach-review workflow, and safety boundaries.AI coaching articlesRead more about contextual, reviewable AI for coaching.

ACAC Main Line

Workout Builder, with the draft beside the set

Tyler Brooks’s Thursday sprint, last week’s splits, and the easy-swim draft from his readiness.

Workout Builder

Sprint Set — 12x50 Max Effort

Tyler Brooks, Thursday. 55 min, 3,200 yd, TSS 92.

Published set

Sprint Set — 12x50 Max Effort. 80 min, 2,286 m.

Last Thursday, seconds per 50

  • 1 · 25.4
  • 2 · 25.5
  • 3 · 25.7
  • 4 · 25.9
  • 5 · 26.1
  • 6 · 26.4
  • 7 · 26.6
  • 8 · 26.8
  • 9 · 27
  • 10 · 27.2
  • 11 · 27.4
  • 12 · 27.6
Avg HR
168
RPE
9
Fade
25.4 to 27.6

legs and shoulders gone by #8

AI assist

Readiness 52 against his usual 79. Sleep 5.4 h. HRV 64 ms against 78 ms. He wrote “Slept 5 hrs. Bio exam tomorrow.”

Draft this set down to an easy swim.