What AI Can and Can't Do for a Football Program
A few years ago, "AI in football" meant a sales pitch and a blinking dashboard nobody on staff actually used. That has changed. In 2026, the tools are real, they are fast, and they are already on the sideline of programs you'd recognize. The question for a head coach is no longer whether to pay attention. It's how to use these tools without letting them coach for you.
I've spent a lot of time around this technology, and I've come away both impressed and stubborn. Impressed by what it does. Stubborn about what it can't.
What it's actually good at
Start with the grunt work, because that is where the value is most obvious. Breaking down film used to eat a coordinator's entire Saturday, and half of Sunday if the opponent ran multiple personnel groups. Now software can sort an opponent's snaps by down, distance, formation, and personnel in a matter of minutes, then surface the tendencies that once took a staff of assistants the better part of a week to uncover. It doesn't get tired at one in the morning, and it doesn't miss a critical play because an exhausted assistant skipped a frame.
The same advantage applies to the administrative weight that quietly drowns a program — practice scripts, player reports, eligibility tracking, and the hundred small jobs that pull a head coach away from the actual coaching. A capable tool clears that clutter off your desk, which lets you reinvest those hours where they genuinely matter, and that is with your players.
It gives small staffs a fair fight
Here is the part I care about most. The wealthy programs have always had more bodies — more graduate assistants, more analysts, and more sets of eyes grinding through the film. A small school with four coaches who also teach a full schedule and run the booster club never had a realistic way to keep up. These tools narrow that gap considerably, because they let a tiny staff scout like a large one, which means the difference on Friday night comes down to teaching and toughness rather than who could afford more interns. I will support any change that rewards the quality of the coaching over the size of the budget.
The tool can tell you what the offense did on third-and-long. It can't tell you which of your kids will rise to the moment. You learn that at 6 a.m. in the weight room, not on a screen.
What it can't touch
Now the stubborn part. A model can read every snap an opponent has ever played and still know nothing about the sixteen-year-old lined up at corner for you. It can't tell you he plays bigger after a hard week or shrinks after a bad grade. It can't feel the locker room go quiet after a loss. It can't look a kid in the eye and make him believe he's more than his worst play.
Football is still a relationship business. The data points to an answer; the coach has to know whether his team can actually execute it on a cold night with a banged-up line. That judgment comes from standing next to these kids for months, and no program — no matter how much it spends — can download it.
How to use it without losing the room
The trap isn't the technology. It's the temptation to let the screen replace the work. A young coach can hide behind a dashboard the same way an older one hid behind a thick play sheet. Both are running from the same thing: the hard, human part of the job.
So use these tools the way you would use a sharp graduate assistant. Let them find the tendencies, build the reports, and buy back the hours that paperwork steals. Then close the laptop and go coach. The information should sharpen your conversations with players, not stand in for them, and the moment a tool starts pulling you further from your kids instead of drawing you closer, you are using it backward.
Where this is headed
This is the early part of the curve, not the end of it. The tools will keep getting faster and the gap between the schools that use them well and the ones that ignore them will keep growing. I'd rather coach on the right side of that line. But I'm not worried about a machine taking the headset, because the job was never really about the information. It was always about the people.
Use the tool. Win back your time. Then spend it on the only thing that ever built a program — the kids in front of you.