AthletIQa · For JuCo · D2 · D3 programs & recruiters
AthletIQa (say it: "athletica") is a live dashboard that turns the Player Monitors and Baseball Savant data you already have into up-to-the-minute player insight — arm health, MLB-benchmarked stuff, workload risk, and hitter profiles. On the web, on your phone, in the bullpen.
The gap
Your unit tracks every pitch. Then the season happens, and the data sits in a CSV.
Fatigue gets noticed after the injury
In-outing velocity fade is the earliest overuse signal there is — and nobody's computing it between innings.
Raw numbers don't recruit
"88 and 2,400 rpm" means nothing in a D1 coach's inbox. Context does — and context takes a benchmark.
Half the roster is invisible
Exit velocity and launch angle get captured for every batted ball — and most programs never look at a single row of it.
The answer
Every view is grouped by who's looking — a coach never sees a recruiter's tabs, a player sees only their own data, never a teammate's. Most views are free; the deeper trend and benchmark views are Pro.
Live Arm Report, Command Board, Recent Outings, Recent Plate Appearances, Recovery & Readiness — free. Workload & Overuse Risk, Recovery Trends — Pro.
Hitter Profile — free. Stuff Grade vs. MLB, Whiff Leaderboard vs. MLB, Recovery Consistency — Pro. Cross-team access, across every program, is the product.
My Pitching Trends or My Batting Trends — free, whichever matches how you're tracked. My Recovery Trends — Pro.
Coach · Free
Opening velocity vs. lowest velocity on each pitcher's primary pitch, latest outing. A 6 mph fade isn't a bad day — it's a flag, the same day it happens.
Velocity drop, latest outing (mph)
Compares each pitcher's primary pitch against itself — a curveball is never mistaken for a tired fastball. Sample data, fictional names.
Recruiter · Pro
The translation layer. Raw college numbers become percentiles against real MLB Statcast distributions — the language a next-level program already speaks.
Parker Kowalski · RHP · 187 pitches tracked
Percentile of the MLB pitch-characteristics distribution (Baseball Savant). MLB data is the measuring stick — never the roster.
Coach · Free · Off-field data
Player Monitors capture what happens on the field. A synced Fitbit captures what happens after — resting heart rate and sleep, read against each player's own 30-day baseline and cross-referenced with pitch workload.
Two more views build on the same synced data: Recovery Trends (Coach, week-over-week per player, Pro) and Recovery Consistency (Recruiter, a season-long durability grade, Pro). Sample data, fictional roster.
Coach · Pro
Rolling 7-day pitch counts, flagged automatically. For a thin staff, it's the pitch-count conscience nobody has to compute by hand between outings.
Rolling 7-day pitch count, as of latest outing
Thresholds are configurable per program. Sample data, fictional names.
Recruiter · Free · The other half of the roster
Your unit records exit velocity and launch angle on every batted ball. This view finally reads it — and benchmarks every hitter against MLB exit velocity.
A 39th-percentile-of-MLB college bat is a real recruiting story — and without the benchmark, that number was just "86.3" in a spreadsheet nobody opened. And it's not just a recruiter's report anymore: My Batting Trends gives the hitter that same exit-velocity read on their own Player tab, game to game, same as a pitcher already gets on My Pitching Trends.
Recruiter · Cross-team search
Stuff Grade, Whiff Leaderboard, Hitter Profile, and Recovery Consistency, unified — filter by team, role, and MLB percentile instead of scrolling four separate tabs across every program on the platform.
Pitchers · All teams · Min 20th percentile velocity
Durability grade pulled in from Recovery Consistency alongside the percentile — a prospect's stuff and his track record, side by side. Sample data, fictional names.
Before this, cross-team access was a promise with no way to use it — a recruiter browsed one unfiltered leaderboard at a time, same as anyone else. This is what a recruiter subscription actually buys.
The moat
The product isn't the charts — it's trusted player data. That only holds up if accounts are real and the data's history is provable.
Coach-issued player accounts
A coach invites a specific roster slot; the player claims it. No open self-claim, no impersonation risk — every account is pre-bound to one tracked identity from day one.
Strict role-based access
A coach sees only their own team. A recruiter sees across every program — that cross-team reach is what they're paying for. A player sees only themselves, never a teammate's numbers.
Tamper-evident, not just trust-us
Every synced record is chained by a cryptographic hash to the one before it. Edit a past number and the chain breaks — provably, not on our word. The practical answer to "how do I know this wasn't touched," without a blockchain's overhead.
Built for the next program · not just this one
The same isolation that keeps a coach out of another team's roster now extends to branding: an admin creates a new school's team code and its name, nickname, and colors, in one step — no code edit, no deploy.
The dashboard, mobile apps, and every branded page pick it up automatically — a program sees its own name and colors from the first login, not a shared demo skin. Loading that school's actual tracking data is the next step, same as any pilot today.
Wherever the game is
One codebase, three native experiences — same live data on all of them. Live today at athletiqa.vercel.app.
Full dashboard for the film room and the coaches' office. Every view, every column, big-screen friendly.
Native iOS app. Check an arm's fatigue flag from the bullpen between innings.
Native Android app. The Recent Outings feed, pitch by pitch, from the bleachers on a recruiting trip.
Recent Outings, live
The full pitch-by-pitch feed of every pitcher's latest outing — pitch type, velo, spin, result — refreshed as data lands. What "up to the minute" actually means.
Your own login, on your own phone
Same coach/recruiter/player accounts as the web app — sign in once, see only your own team and your own data, whichever device you're on.
Three seats, one subscription
If you coach
Same-day fatigue flags before they become elbow appointments
A 7-day workload conscience across the whole staff
Hitter development tracked in exit velo, not batting average luck
If you recruit
Every prospect's stuff in MLB percentiles — instantly credible upstream
Usage history on any arm before you spend a scholarship on it
Cross-team reach — one login, every program on the platform
If you play
Your own trends, without waiting on someone else's report
Recovery visibility — know if you're actually rested, not just tired
A tamper-evident track record that's provably yours as you move programs
The ask
You bring your exports
Player Monitors CSVs, as-is. We ingest them and map your roster names.
We stand up your dashboard
All fourteen views, web + iOS + Android, gated by real coach/recruiter/player accounts and benchmarked against MLB Statcast distributions. Your account is free the moment you sign up; upgrade to Pro for the trend and benchmark views.
Your players join the same way
You invite each player to their own tracked identity from your roster — they see only their own data, and it's theirs to keep. Pilot programs shape the roadmap and lock in founding pricing when subscriptions open.
Everything shown today is running on a live, deployed product — Flask + PostgreSQL, on real Player Monitors pitch and batted-ball data. Player names are fictional and randomly assigned for the demo; no real athletes are depicted. Baseball Savant (MLB Statcast) data is used solely as a benchmark population. AthletIQa is an independent product built on data your Player Monitors export.
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