AKMX
How it works

A single video. Real coaching.
Measurable improvement.

Not another “AI personal trainer.” Not a generic drill library. Every step is built on Kevin Fessette's actual coaching methodology.

01

Film Your 40

Set your phone on the sideline, 5 yards from the 20-yard mark. Record a single sprint from side-view. That's it — no special camera, no multi-angle rigs. Want better data? Film 2-3 reps in one session for confidence scoring.

  • Side-view camera angle
  • ~5 yards from the 20-yard mark
  • Full 40-yard dash (includes acceleration + max velocity)
  • Multi-rep sessions for consistency scoring
02

AI Extracts Your Mechanics

Your video uploads to our GPU pipeline. MediaPipe pose estimation tracks 33 skeletal landmarks every frame. We measure 20 biomechanical signals — arm path, hip drive, knee lift, foot strike, stride length, cadence, contact/flight time.

  • MediaPipe BlazePose (33 landmarks)
  • 20-issue sprint mechanics taxonomy
  • Stride cycle detection + temporal analysis
  • Projected 40-yard dash calculation
03

Get a Coach's Report

Claude AI generates a coaching narrative written in Kevin's voice — what you're doing well, your top 3 priorities, and exactly why each issue matters. Plus a coach-filmed demo video for every drill we prescribe.

  • Written in Kevin's coaching voice
  • Top 3 priority issues (cascade order)
  • Per-issue drills with demo videos
  • PDF export for parents/coaches
04

Train With Kevin's Drills

Your Training tab shows the exact drill to work on for each issue — 55 drills across 3 severity levels (Red/Yellow/Green). Every drill has Kevin's demo video and exact coaching cue. Mark them done as you go.

  • 55 drills, 20 issues, 3 severity levels
  • Cascade priority: arms first → everything follows
  • Demo videos filmed by Kevin
  • Completion tracking + streak counter
05

Re-Analyze and Prove It

After 2-3 weeks of training, film again. The Improvement Summary shows your deltas: P40 time, stride length, cadence, elbow angle, issues resolved. Not 'you kind of look faster' — actual numbers.

  • First vs. latest analysis comparison
  • Quantitative deltas for every metric
  • Issue severity changes (HIGH → YELLOW → Clean)
  • Built-in re-analysis nudge at 6+ drill completions
06

Share Your Results

Turn your improvement into a Flex Card — a shareable image with your P40, stats, and delta. One tap to Instagram, TikTok, or text. Every post is free marketing. Every view is a potential teammate.

  • One-tap sharing to social apps
  • Athlete-branded card with your stats
  • Improvement delta front and center
  • Story-friendly 9:16 format
Under the hood

Calibrated against real coach annotations.

Kevin annotated 137+ training videos by hand. Our detector thresholds are tuned to match what a real coach sees — not just what a computer measures.

Pose Engine

MediaPipe BlazePose (33 landmarks) running on T4 GPUs via Modal. Sub-minute analysis for a 40-yard dash.

Temporal Analysis

Stride cycle detection, acceleration phase tracking, phase-aware issue overrides. Not just frame-by-frame — we understand the full sprint.

Coach-Calibrated

Thresholds tuned against Kevin's 137+ annotated videos. Version-controlled (currently v15), auto-tuned against new training data.

See your first analysis in 24 hours.

Join early access. We'll reach out with TestFlight access.

Meet the coach behind it →