Roster Intelligence System

Stop Guessing
Your Roster.
Start Controlling It.

AI-powered NIL valuation, transfer risk prediction, and roster intelligence for programs competing at the highest level.

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We tell you who to pay, who to play, and who will leave
$4.6M
Avg team NIL value modeled
82%
Transfer risk precision
48hr
Full roster model delivery
D1
Programs only

Programs Are Flying Blind.

Millions misallocated in NIL deals with no data behind the number.

Star players leaving with zero warning. The portal hits before the conversation does.

Coaches operating on instinct in a landscape that now requires intelligence.

Transfer portal chaos. Free agency dynamics with none of the infrastructure.

"Programs are making million-dollar decisions with zero intelligence infrastructure."

A Full Intelligence Layer For Your Roster.

RT4Athletics is not a dashboard. It is a decision infrastructure—built to process every signal that affects your roster and translate it into clear, actionable intelligence before your competitors can react.

01 / NIL Engine
NIL Valuation Engine

Know exactly what each player is worth—before you make an offer, before you renew, before you get outbid. No guesswork. Market-calibrated, program-specific values.

02 / Risk Detection
Transfer Risk Detection

Identify who is likely to leave before they do. Behavioral signals, usage patterns, NIL alignment—combined into a single risk score updated continuously.

03 / Optimization
Roster Optimization

Allocate minutes, money, and attention correctly. Surface mismatches between investment and output. Stop overpaying before it costs you a season.

Not Data.
Decisions.

Other tools show you numbers. RT4Athletics tells you what those numbers mean for your program—and what to do about them. Every output is a decision, not a metric.

Transfer Risk High NIL allocation, declining usage → transfer probability increasing Risk: 87
NIL Signal Incoming freshman projects to displace current starter by Week 6 Watch
Overpay Alert Overpay risk detected in top 3 NIL earners — $180K above market rate −$180K
Opportunity Undervalued portal target identified — projected value exceeds current ask by 3× +3× Value
Transfer Risk Social engagement drop correlated with reduced playing time — intervention window open Risk: 61

Every Player.
Fully Modeled.

RT4 Intelligence — Roster Overview
Live Model Run Instagram scrape
Total estimated NIL team value
$4,581,893
Players
16
Model Updated
4h ago
Player Name Number Position Height Weight Class Year Birthplace ESPN Performance Trend ESPN Vs Team Scoring ESPN Minutes Vs Team Instagram Profile Url Instagram Match Tier Instagram Followers NIL Value Estimate Data Confidence Intel Usage Gap Intel Stagnation Score Intel Bench Pressure Score Intel Newcomer Displacement Risk Intel Portal Risk Score Intel Multi Year Stay Likelihood Intel Remaining Eligibility Years Intel Transfer Precedent
Luka Bogavac44G6' 6"215 lbsFRMojkovac, Montenegro first_seasonabove_team_avghigh instagram8,684 155,651high-63.63812.544.478.521.540
James Brown2F6' 10"240 lbsSOAurora, IL stablebelow_team_avgmedium instagramauto13,000 193,472high-13.34875805046.830
Elijah Davis6G6' 3"205 lbsSRChapel Hill, NC stablebelow_team_avglow instagramauto11,000 148,460high10.94887.544.421.249.611
Isaiah Denis5G6' 4"180 lbsFRCharlotte, NC first_seasonbelow_team_avglow instagramreview14,000 180,923high29.1387544.458.541.540
Derek Dixon3G6' 5"200 lbsFRVienna, VA first_seasonabove_team_avghigh instagramauto17,000 270,005high-13.9382544.475.424.640
Kyan Evans0G6' 2"175 lbsJRKansas City, MO decliningbelow_team_avgmedium instagramauto18,000 252,644high15.98237.544.447.246.421
Zayden High1F6' 10"230 lbsSOSan Antonio, TX improvingbelow_team_avgmedium instagram13,000 193,472high-13.3185080633330
John Holbrook25F6' 8"230 lbsSOHickory, NC decliningbelow_team_avglow instagramauto6,374 94,904high-0.2821008036.261.530
Ivan Matlekovic40C7' 0"255 lbsSOSisak, Croatia decliningbelow_team_avglow instagramauto1,259 25,101high-10.7821005036.860.831
Jonathan Powell11G6' 6"190 lbsSOCenterville, OH decliningbelow_team_avgmedium instagramreview19,000 264,097high30.3825044.445.451.731
Evan Smith32G6' 1"195 lbsJRCharlotte, NC first_seasonbelow_team_avglow instagram 12,550high-143810044.449.843.420
Jarin Stevenson15F6' 10"215 lbsJRChapel Hill, NC improvingabove_team_avghigh instagramauto14,000 230,265high-34.918258059.83221
Seth Trimble7G6' 3"200 lbsSRMenomonee Falls, WI improvingabove_team_avghigh instagramreview74,000 901,930high4.818044.436.114.110
Henri Veesaar13C7' 0"225 lbsJRTallin, Estonia improvingabove_team_avghigh instagram 37,652high-74.71805070.619.821
Caleb Wilson8F6' 10"215 lbsFRAtlanta, GA first_seasonabove_team_avghigh instagramreview123,000 1,368,123high123808072.727.340
Jaydon Young4G6' 4"200 lbsJRGoldsboro, NC decliningbelow_team_avgmedium instagramreview18,000 252,644high15.98262.544.441.752.621

Programs Competing
At The Highest Level.

01
D1 Coaching Staffs

Make roster decisions with full intelligence behind them. Know who to pay, who to play, and who's at risk—before the season turns.

02
NIL Collectives

Stop guessing market rates. Deploy capital with precision. Identify who drives real program value and where you're already overexposed.

03
Recruiting & Personnel

Surface undervalued portal targets. Model how incoming talent affects your current roster. Build rosters that compound over time.

One Decision
Pays For This.

Avoid Overpay
$50K–$500K

Catch one misaligned NIL deal before it closes. That's the system paid back for years.

Retain a Starter
Season Impact

Identify risk early enough to intervene. Keep a key player. Change a season's trajectory.

Portal Intelligence
Competitive Edge

Find undervalued talent your competitors missed. Build a better roster with the same budget.

Exclusive Program
Availability.

Tier 01
Conference Package
$2,500
per month
  • 1 sport, 1 conference (e.g. ACC, Big Ten)
  • Full team modeling — every player in scope
  • NIL valuation updated continuously
  • Transfer risk scoring with alert thresholds
  • Ongoing model updates as data changes
  • 48-hour onboarding and initial report
Request Access
Tier 02
Division Package
$5,000
per month
  • 1 sport, 1 division (e.g. Division I)
  • Everything in Conference Package, division-wide
  • Expanded player pool — portal targets + recruits
  • Advanced intelligence signals and pattern detection
  • Priority data access and model refresh
  • Deeper roster projection modeling
Request Access
Get Started

Get Your Program's
Intelligence Layer.

We'll model your team before the call.

We tell you who to pay, who to play, and who will leave.