GW Field Guide // Straight Comparison
What the Machine Takes vs What You Keep
| The call | Give it to the machine | Keep it yourself | Why |
|---|---|---|---|
| Tagging and labeling clips | Yes, all of it | Spot check the output | 5 of 10 film hours a week go to the basics |
| Sorting cutups by position group | Yes, build the playlist | Pick what the group actually needs to see | Coaches already push targeted playlists to DBs, linebackers, and O line |
| First draft of a training block | Yes, the draft only | Edit every line and sign it | Trainers report programming about 50 percent faster, 30 to 60 minutes down to minutes of editing |
| Weekly check-in notes | Yes, the recap | Set the tone and send it yourself | Coaches lose 6 to 8 hours a week to check-ins, tweaks, and recovery notes |
| Captions, emails, blog outlines | Yes, draft one | Rewrite it in your voice | Content is the single biggest use case at 71 percent |
| Today's load and intensity | Nothing | Every call, every time | Human review on anything touching intensity, volume, pain, or recovery. No exceptions. |
| Pain history and injury notes | Never sees it | You own it | A public chat window sits on a third-party server. That is a kid's medical history. |
| The conversation after a bad week | Nothing | All of it | About 10 percent of people would pick an AI coach over a human one |
| Form check off a phone video | Patterns across many sessions | The decision from any single clip | Video analysis is the least adopted AI category among trainers, and the angle and lighting distort it |
| Whether any of this worked | Nothing | Measure it for 30 days | Two numbers: hours back, and whether the kids still feel coached |
| Which tool to buy first | Nothing | One task, then stop | Coaches who build the full stack on day one stall out |
The verdictGive away the typing. Never give away the judgment. If you would not let a student manager make the call, do not let the machine make it either. Five hours a week is five hours a week, and it is sitting right there in your film pile waiting to be taken back. Take it, then go spend it on your kids. And if you would rather hand the whole build to somebody who has already run it, that is what In-Season in a Day is for. $1,497, and it credits toward your year as a GW School.